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Two Minute Papers | https://www.youtube.com/watch?v=9b2dxc1QalM | OpenAI’s Robot Hand Won't Stop Rotating The Rubik’s Cube 👋 | ❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers
The mentioned #OpenAI blog post on the gradients and its notebook are available here:
Post: https://www.wandb.com/articles/exploring-gradients
Notebook: https://colab.research.google.com/drive/1bsoWY8g0DkxAzVEXRigrdqRZlq44QwmQ... | Dear Fellow Scholars, this is 2 Minute Papers with Károly Zsolnai-Fehér. Today, we are going to talk about OpenAI's robot hand that dexterously manipulates and solves Rubik's cube. Here you can marvel at this majestic result. Now, why did I use the term dexterously manipulates Rubik's cube? In this project, there are ... | [{"start": 0.0, "end": 4.6000000000000005, "text": " Dear Fellow Scholars, this is 2 Minute Papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.6000000000000005, "end": 9.92, "text": " Today, we are going to talk about OpenAI's robot hand that dexterously manipulates and"}, {"start": 9.92, "end": 12.08, "text": ... |
Two Minute Papers | https://www.youtube.com/watch?v=cTqVhcrilrE | This AI Learned To Animate Humanoids!🚶 | ❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers
📝 The paper "Neural State Machine for Character-Scene Interactions" is available here:
https://github.com/sebastianstarke/AI4Animation
🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible:... | Dear Fellow Scholars, this is 2 Minute Papers with Károly Zsolnai-Fehér. If we have an animation movie or a computer game with quadrupeds and we are yearning for really high quality, life-like animations, motion capture is often the go-to tool for the job. Motion capture means that we put an actor, in our case a dog i... | [{"start": 0.0, "end": 4.38, "text": " Dear Fellow Scholars, this is 2 Minute Papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.38, "end": 9.22, "text": " If we have an animation movie or a computer game with quadrupeds and we are yearning for"}, {"start": 9.22, "end": 14.84, "text": " really high quality, lif... |
Two Minute Papers | https://www.youtube.com/watch?v=0sR1rU3gLzQ | Google's AI Clones Your Voice After Listening for 5 Seconds! 🤐 | ❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers
The shown blog post is available here: https://www.wandb.com/articles/fundamentals-of-neural-networks
📝 The paper "Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis" and audio samples are ... | Dear Fellow Scholars, this is Two Minute Papers with Kato Zsolnai-Fehir. Today, we are going to listen to some amazing improvements in the area of AI-based voice cloning. For instance, if someone wanted to clone my voice, there are hours and hours of my recordings on YouTube and elsewhere, they could do it with previo... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is Two Minute Papers with Kato Zsolnai-Fehir."}, {"start": 4.4, "end": 10.0, "text": " Today, we are going to listen to some amazing improvements in the area of AI-based voice"}, {"start": 10.0, "end": 11.0, "text": " cloning."}, {"start": 11.0, "end": 15... |
Two Minute Papers | https://www.youtube.com/watch?v=FZZ9rpmVCqE | Ken Burns Effect, Now In 3D! | ❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
📝 The paper "3D Ken Burns Effect from a Single Image" is available here:
https://arxiv.org/abs/1909.05483
The paper with the Microplanet scene at the start is available here:
https://users.cg.tuwien.ac.at/zsolnai/gfx/gaussian-material... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. Have you heard of the Can Burns effect? If you have been watching this channel, you have probably seen examples where a still image is shown and a zooming and panning effect is added to it. It looks something like this. Familiar, right? The fact ... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.4, "end": 6.98, "text": " Have you heard of the Can Burns effect?"}, {"start": 6.98, "end": 11.72, "text": " If you have been watching this channel, you have probably seen examples where a still... |
Two Minute Papers | https://www.youtube.com/watch?v=Z6iTo7KY7lw | Can an AI Learn The Concept of Pose And Appearance? 👱♀️ | ❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers
📝 The paper "HoloGAN: Unsupervised learning of 3D representations from natural images" is available here:
https://www.monkeyoverflow.com/#/hologan-unsupervised-learning-of-3d-representations-from-natural-images/
❤️ Pick up cool p... | This episode has been supported by Lambda. Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. I apologize for my voice today. I am trapped in this frail human body, and sometimes it photos. But you remember from the previous episode, the papers must go on. In the last few years, we have seen a bu... | [{"start": 0.0, "end": 2.58, "text": " This episode has been supported by Lambda."}, {"start": 2.58, "end": 6.62, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 6.62, "end": 8.66, "text": " I apologize for my voice today."}, {"start": 8.66, "end": 13.02, "text": " I am t... |
Two Minute Papers | https://www.youtube.com/watch?v=g1sAjtDoItE | Cubify All The Things! 🐄 | ❤️ Check out Linode here and get $20 free credit on your account: https://www.linode.com/papers
📝 The paper "Cubic Stylization" is available here:
http://www.dgp.toronto.edu/projects/cubic-stylization/
Erratum: I have misunderstood the "fixing" part. Instead of fixing as in "repairing", it rather fixes regions as in... | Dear Fellow Scholars, this is two-minute papers with Karo Zorna Ifehir. I apologize for my voice today, I am trapped in this frail human body and sometimes it filters. But the papers must go on. This is one of those papers where I find that the more time I spend with it, the more I realize how amazing it is. It starts... | [{"start": 0.0, "end": 4.72, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zorna Ifehir."}, {"start": 4.72, "end": 10.36, "text": " I apologize for my voice today, I am trapped in this frail human body and sometimes it"}, {"start": 10.36, "end": 11.36, "text": " filters."}, {"start": 11.36, "end":... |
Two Minute Papers | https://www.youtube.com/watch?v=atcKO15YVD8 | Ubisoft's AI Learns To Compute Game Physics In Microseconds! ⚛️ | ❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers
Their blog post and their CodeSearchNet system are available here:
https://www.wandb.com/articles/codesearchnet
https://app.wandb.ai/github/CodeSearchNet/benchmark
📝 The paper "Subspace Neural Physics: Fast Data-Driven Inter... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fahir in almost any kind of real-time computer games where different objects interact with each other, having some sort of physics engine is a requirement. Flag's waving in the wind, stroking bunnies with circular objects are among these cases, and of c... | [{"start": 0.0, "end": 5.54, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fahir in almost any kind"}, {"start": 5.54, "end": 9.82, "text": " of real-time computer games where different objects interact with each other, having"}, {"start": 9.82, "end": 13.14, "text": " some sort of physics... |
Two Minute Papers | https://www.youtube.com/watch?v=nSHU-4Yt4eQ | AIs Are Getting Too Smart - Time For A New "IQ Test” 🎓 | ❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers
📝 The paper "SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems" is available here:
https://super.gluebenchmark.com
https://arxiv.org/abs/1905.00537
Our earlier video, "DeepMind's AI Takes An IQ Te... | This episode has been supported by Lambda. Dear Fellow Scholars, this is two-minute papers with Karojona Ifaher. In a world where learning based algorithms are rapidly becoming more capable, I increasingly find myself asking the question, so how smart are these algorithms really? I am clearly not alone with this. To b... | [{"start": 0.0, "end": 3.04, "text": " This episode has been supported by Lambda."}, {"start": 3.04, "end": 7.16, "text": " Dear Fellow Scholars, this is two-minute papers with Karojona Ifaher."}, {"start": 7.16, "end": 12.24, "text": " In a world where learning based algorithms are rapidly becoming more capable, I inc... |
Two Minute Papers | https://www.youtube.com/watch?v=Lu56xVlZ40M | OpenAI Plays Hide and Seek…and Breaks The Game! 🤖 | ❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers
❤️ Their blog post is available here: https://www.wandb.com/articles/better-paths-through-idea-space
📝 The paper "Emergent Tool Use from Multi-Agent Interaction" is available here:
https://openai.com/blog/emergent-tool-use/
... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. In this project, open AI built a hide and seek game for their AI agents to play. While we look at the exact rules here, I will note that the goal of the project was to pit two AI teams against each other and hopefully see some interesting emergen... | [{"start": 0.0, "end": 4.32, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.32, "end": 10.0, "text": " In this project, open AI built a hide and seek game for their AI agents to play."}, {"start": 10.0, "end": 14.24, "text": " While we look at the exact rules here, I w... |
Two Minute Papers | https://www.youtube.com/watch?v=882O_7hsAms | AI Learns Human Movement From Unorganized Data 🏃♀️ | ❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers
📝 The paper "Learning Predict-and-Simulate Policies From Unorganized Human Motion Data" is available here:
http://mrl.snu.ac.kr/publications/ProjectICC/ICC.html
🙏 We would like to thank our generous Patreon supporters who make ... | This episode has been supported by Lambda. Dear Fellow Scholars, this is two-minute papers with Karo Ejorna Ifehir. Last year, an amazing neural network-based technique appeared that was able to look at a bunch of unlabeled motion data and learned to weave them together to control the motion of quadrupeds, like this w... | [{"start": 0.0, "end": 3.04, "text": " This episode has been supported by Lambda."}, {"start": 3.04, "end": 7.12, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Ejorna Ifehir."}, {"start": 7.12, "end": 12.52, "text": " Last year, an amazing neural network-based technique appeared that was able to l... |
Two Minute Papers | https://www.youtube.com/watch?v=7SM816P5G9s | Is a Realistic Honey Simulation Possible? 🍯 | ❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers
📝 The paper "A Geometrically Consistent Viscous Fluid Solver with Two-Way Fluid-Solid Coupling" is available here:
http://gamma.cs.unc.edu/ViscTwoway/
The Weights & Biases posts on the Witness (and code!) are available here:... | Dear Fellow Scholars, this is two-minute papers with Karuijona Ife here. If we study the laws of fluid motion from physics and write a computer program that contains these laws, we can create wondrous fluid simulations like the ones you see here. The amount of detail we can simulate with these programs is increasing e... | [{"start": 0.0, "end": 4.04, "text": " Dear Fellow Scholars, this is two-minute papers with Karuijona Ife here."}, {"start": 4.04, "end": 7.16, "text": " If we study the laws of fluid motion from physics"}, {"start": 7.16, "end": 10.24, "text": " and write a computer program that contains these laws,"}, {"start": 10.24... |
Two Minute Papers | https://www.youtube.com/watch?v=RoGHVI-w9bE | DeepFake Detector AIs Are Good Too! | ❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
📝 The paper "FaceForensics++: Learning to Detect Manipulated Facial Images" is available here:
http://www.niessnerlab.org/projects/roessler2019faceforensicspp.html
❤️ Watch these videos in early access on our Patreon page or join us h... | Dear Fellow Scholars, this is Two Minute Papers with Karo Zsolnai-Fehir. We talked about the technique by the name Phase to Phase back in 2016, approximately 300 videos ago. It was able to take a video of us and transfer our gestures to a target subject. With techniques like this, it's now easier and cheaper than ever... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is Two Minute Papers with Karo Zsolnai-Fehir."}, {"start": 4.4, "end": 11.16, "text": " We talked about the technique by the name Phase to Phase back in 2016, approximately 300 videos"}, {"start": 11.16, "end": 12.16, "text": " ago."}, {"start": 12.16, "e... |
Two Minute Papers | https://www.youtube.com/watch?v=leoRHsBsv6Q | Finally, Style Transfer For Smoke Simulations! 💨 | ❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers
📝 The paper "Transport-Based Neural Style Transfer for Smoke Simulations" is available here:
http://www.byungsoo.me/project/neural-flow-style/index.html
💨 My fluid control paper and its source code (and Blender implementation) ... | This episode has been supported by Lambda. Dear Fellow Scholars, this is two minute papers with Karo Zsolnai-Fehir. I can confidently say that this is the most excited I've been for a smoke simulation paper since wavelength turbulence. Waveslet turbulence is a magical algorithm from 2008 that takes a low quality fluid... | [{"start": 0.0, "end": 3.04, "text": " This episode has been supported by Lambda."}, {"start": 3.04, "end": 7.04, "text": " Dear Fellow Scholars, this is two minute papers with Karo Zsolnai-Fehir."}, {"start": 7.04, "end": 12.52, "text": " I can confidently say that this is the most excited I've been for a smoke simula... |
Two Minute Papers | https://www.youtube.com/watch?v=Uk9p4Kk98_g | Google's AI Plays Football…For Science! ⚽️ | 📝 The paper "Google Research Football: A Novel Reinforcement Learning Environment" is available here:
https://arxiv.org/abs/1907.11180
https://github.com/google-research/football
https://ai.googleblog.com/2019/06/introducing-google-research-football.html
❤️ Pick up cool perks on our Patreon page: https://www.patreon.... | Dear Fellow Scholars, this is two-minute papers with Károly Zsolnai-Fehér. Reinforcement learning is an important subfield within machine learning research where we teach an agent to choose a set of actions in an environment to maximize the score. This enables these AIs to play Atari games at a superhuman level, contr... | [{"start": 0.0, "end": 4.16, "text": " Dear Fellow Scholars, this is two-minute papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.16, "end": 8.36, "text": " Reinforcement learning is an important subfield within machine learning research"}, {"start": 8.36, "end": 13.68, "text": " where we teach an agent to cho... |
Two Minute Papers | https://www.youtube.com/watch?v=0OtZ8dUFxXA | OpenAI’s GPT-2 Is Now Available - It Is Wise as a Scholar! 🎓 | ❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers
Weights & Biases blog post (the notebook is available too!)
- https://www.wandb.com/articles/visualize-xgboost-in-one-line
- https://colab.research.google.com/drive/1SPludDkpAPonmdDdRlIJ7d5jB2FwVfZn#scrollTo=kszahG2PBN5R
Try ... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. OpenAI GPT2 is a learning-based technique which can perform common natural language processing operations, for instance, answering questions, completing text, reading comprehension, summarization, and more. What is absolutely amazing about this t... | [{"start": 0.0, "end": 4.3, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.3, "end": 11.5, "text": " OpenAI GPT2 is a learning-based technique which can perform common natural language processing operations,"}, {"start": 11.5, "end": 19.5, "text": " for instance, answe... |
Two Minute Papers | https://www.youtube.com/watch?v=zrF5_O92ELQ | These Are The 7 Capabilities Every AI Should Have | ❤️ Thank you so much for your support on Patreon: https://www.patreon.com/TwoMinutePapers
📝 The paper "Behaviour Suite for Reinforcement Learning" is available here:
https://arxiv.org/abs/1908.03568
https://github.com/deepmind/bsuite
🙏 We would like to thank our generous Patreon supporters who make Two Minute Paper... | Dear Fellow Scholars, this is two-minute papers with Kato Jolnai-Fahir. A few years ago, scientists at DeepMind published a learning algorithm that they called Deep Re-Inforcement Learning, which quickly took the world by storm. This technique is a combination of a neural network that processes the visual data that we... | [{"start": 0.0, "end": 4.0, "text": " Dear Fellow Scholars, this is two-minute papers with Kato Jolnai-Fahir."}, {"start": 4.0, "end": 9.56, "text": " A few years ago, scientists at DeepMind published a learning algorithm that they called"}, {"start": 9.56, "end": 13.6, "text": " Deep Re-Inforcement Learning, which qui... |
Two Minute Papers | https://www.youtube.com/watch?v=uVC5WowQxD8 | This is How You Simulate Making Pasta 🍜 | ❤️ Check out Linode here and get $20 free credit on your account: https://www.linode.com/papers
📷 Check us out on Instagram: https://www.instagram.com/twominutepapers/
📝 The paper "A Multi-Scale Model for Coupling Strands with Shear-Dependent Liquid " is available here:
http://www.cs.columbia.edu/cg/creamystrand/
... | Dear Fellow Scholars, this is two-minute papers with Karolina Ifahir. Fluid simulation is a mature research field within computer graphics, with amazing papers that show us how to simulate water flows with lots of debris, how to perform liquid fabric interactions, and more. This new project further improves the qualit... | [{"start": 0.0, "end": 4.6000000000000005, "text": " Dear Fellow Scholars, this is two-minute papers with Karolina Ifahir."}, {"start": 4.6000000000000005, "end": 9.92, "text": " Fluid simulation is a mature research field within computer graphics, with amazing papers"}, {"start": 9.92, "end": 16.48, "text": " that sho... |
Two Minute Papers | https://www.youtube.com/watch?v=duo-tHbSdMk | New Face Swapping AI Creates Amazing DeepFakes! | 📝 The paper "FSGAN: Subject Agnostic Face Swapping and Reenactment" is available here:
https://nirkin.com/fsgan/
❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible:
Alex Haro, Andrew Melnychu... | Dear Fellow Scholars, this is two-minute papers with Karo Zorna Efehir. Recently, we have experienced an abundance of papers on facial reenactment in machine learning research. We talked about a technique by the name Phase to Phase back in 2016, approximately 300 videos ago. It was able to take a video of us and trans... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zorna Efehir."}, {"start": 4.4, "end": 10.8, "text": " Recently, we have experienced an abundance of papers on facial reenactment in machine learning research."}, {"start": 10.8, "end": 18.6, "text": " We talked about a tech... |
Two Minute Papers | https://www.youtube.com/watch?v=qkHK1QdQ2Fk | This AI Clears Up Your Hazy Photos | ❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers
📝 The paper "Double-DIP: Unsupervised Image Decomposition via Coupled Deep-Image-Priors" is available here:
http://www.wisdom.weizmann.ac.il/~vision/DoubleDIP/
https://github.com/yossigandelsman/DoubleDIP
❤️ Pick up cool per... | Dear Fellow Scholars, this is Two Minute Papers with Kato Jolene Fahir. Today we are going to talk about a paper that builds on a previous work by the name Deep Image Priors, Deep Inshort. This work was capable of performing JPEG compression artifact removal, image impainting, or in other words, filling in parts of th... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is Two Minute Papers with Kato Jolene Fahir."}, {"start": 4.4, "end": 12.4, "text": " Today we are going to talk about a paper that builds on a previous work by the name Deep Image Priors, Deep Inshort."}, {"start": 12.4, "end": 19.84, "text": " This work... |
Two Minute Papers | https://www.youtube.com/watch?v=AOZw1tgD8dA | Adversarial Attacks on Neural Networks - Bug or Feature? | ❤️ Support us on Patreon: https://www.patreon.com/TwoMinutePapers
📝 The paper "Adversarial Examples Are Not Bugs, They Are Features" is available here:
http://gradientscience.org/adv/
The Distill discussion article is available here:
https://distill.pub/2019/advex-bugs-discussion/
If you wish to play with some of t... | Dear Fellow Scholars, this is two-minute papers with Karo Zonai-Fahir. This will be a little non-traditional video where the first half of the episode will be about a paper and the second part will be about something else. Also a paper. Well, kind of. You'll see. We've seen in the previous years that neural network-ba... | [{"start": 0.0, "end": 4.64, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zonai-Fahir."}, {"start": 4.64, "end": 9.120000000000001, "text": " This will be a little non-traditional video where the first half of the episode will be"}, {"start": 9.120000000000001, "end": 13.92, "text": " about a pap... |
Two Minute Papers | https://www.youtube.com/watch?v=-ryF7237gNo | This Adorable Baby T-Rex AI Learned To Dribble 🦖 | ❤️ Check out Linode here and get $20 free credit on your account: https://www.linode.com/papers
📝 The paper "MCP: Learning Composable Hierarchical Control with Multiplicative Compositional Policies" is available here:
https://xbpeng.github.io/projects/MCP/
🙏 We would like to thank our generous Patreon supporters w... | Dear Fellow Scholars, this is two-minute papers with Karu Zonai-Fehir, about 350 episodes ago in this series, in episode number 8, we talked about an amazing paper in which researchers built virtual characters with a bunch of muscles and joints and through the power of machine learning taught them to actuate them just... | [{"start": 0.0, "end": 6.2, "text": " Dear Fellow Scholars, this is two-minute papers with Karu Zonai-Fehir, about 350 episodes"}, {"start": 6.2, "end": 12.76, "text": " ago in this series, in episode number 8, we talked about an amazing paper in which researchers"}, {"start": 12.76, "end": 18.2, "text": " built virtua... |
Two Minute Papers | https://www.youtube.com/watch?v=Jnj7OmmOm2Y | This AI Hallucinates Images For You | 📷 We are now available on Instagram: https://www.instagram.com/twominutepapers/
📝 The paper "On the steerability of generative adversarial networks" is available here:
https://ali-design.github.io/gan_steerability/
The paper "Learning a Manifold of Fonts" and its demo are available here:
http://vecg.cs.ucl.ac.uk/Pr... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. As machine learning research advances over time, learning-based techniques are getting better and better at generating images or even creating videos when given a topic. A few episodes ago, we talked about DeepMise dual video discriminator techni... | [{"start": 0.0, "end": 4.32, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.32, "end": 7.4, "text": " As machine learning research advances over time,"}, {"start": 7.4, "end": 11.92, "text": " learning-based techniques are getting better and better at generating images... |
Two Minute Papers | https://www.youtube.com/watch?v=IqHs_DkmDVo | Finally, AI-Based Painting is Here! | ❤️ Check out Weights & Biases here and sign up for a free demo: https://www.wandb.com/papers
📝 The paper "GANPaint Studio - Semantic Photo Manipulation with a Generative Image Prior" and its online demo are available here:
http://ganpaint.io/
🙏 We would like to thank our generous Patreon supporters who make Two Min... | Dear Fellow Scholars, this is two-minute papers with Károly Zsolnai-Fehér. A few years ago, the Generative Adversarial Network Architecture appeared that contains two neural networks that try to outcompete each other. It has been used extensively for image generation and has become a research subfield of its own. For ... | [{"start": 0.0, "end": 4.0, "text": " Dear Fellow Scholars, this is two-minute papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.0, "end": 10.0, "text": " A few years ago, the Generative Adversarial Network Architecture appeared that contains two"}, {"start": 10.0, "end": 14.0, "text": " neural networks that t... |
Two Minute Papers | https://www.youtube.com/watch?v=IMZkLVBhcig | DeepMind’s New AI Dreams Up Videos on Many Topics | 📝 The paper "Efficient Video Generation on Complex Datasets" is available here:
https://arxiv.org/abs/1907.06571
❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible:
313V, Alex Haro, Andrew Me... | Dear Fellow Scholars, this is two-minute papers with Karojola Ifahir. In the last few years, the pace of progress in machine learning research has been staggering. Neural network-based learning algorithms are now able to look at an image and describe what's seen in this image or even better the other way around, gener... | [{"start": 0.0, "end": 4.36, "text": " Dear Fellow Scholars, this is two-minute papers with Karojola Ifahir."}, {"start": 4.36, "end": 9.96, "text": " In the last few years, the pace of progress in machine learning research has been staggering."}, {"start": 9.96, "end": 15.040000000000001, "text": " Neural network-base... |
Two Minute Papers | https://www.youtube.com/watch?v=hkSfHCtpnHU | AI Learns Facial Animation in VR | ❤️ Check out Linode here and get $20 free credit on your account:
https://www.linode.com/papers
📝 The paper "VR Facial Animation via Multiview Image Translation" is available here:
https://research.fb.com/publications/vr-facial-animation-via-multiview-image-translation/
🙏 We would like to thank our generous Patreon... | Dear Fellow Scholars, this is 2 Minute Papers with Károly Zsolnai-Fehér. One of the main promises of virtual reality, VR in short, is enhancing the quality of our remote interactions. With VR, we could talk with our colleagues and beloved ones through telepresence applications that create a virtual avatar of us, much ... | [{"start": 0.0, "end": 5.44, "text": " Dear Fellow Scholars, this is 2 Minute Papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 5.44, "end": 11.16, "text": " One of the main promises of virtual reality, VR in short, is enhancing the quality of our"}, {"start": 11.16, "end": 12.88, "text": " remote interactions."... |
Two Minute Papers | https://www.youtube.com/watch?v=CSQPD3oyvD8 | Simulating Water and Debris Flows | ❤️ You can support the show through Patreon: https://www.patreon.com/TwoMinutePapers
📝 The paper "Animating Fluid Sediment Mixture in Particle-Laden Flows" is available here:
http://pages.cs.wisc.edu/~sifakis/papers/MPM-particle-laden-flow.pdf
https://dl.acm.org/citation.cfm?id=3201309
🙏 We would like to thank our ... | Dear Fellow Scholars, this is two-minute paper sweet caro jjona ifahir. We recently talked about an amazing paper that uses mixture theory to simulate the interaction of liquids and fabrics. And this new work is about simulating fluid flows where we have some debris or other foreign particles in our liquids. This is r... | [{"start": 0.0, "end": 4.62, "text": " Dear Fellow Scholars, this is two-minute paper sweet caro jjona ifahir."}, {"start": 4.62, "end": 10.74, "text": " We recently talked about an amazing paper that uses mixture theory to simulate the interaction"}, {"start": 10.74, "end": 12.96, "text": " of liquids and fabrics."}, ... |
Two Minute Papers | https://www.youtube.com/watch?v=wVtOuvFlczg | Augmented Reality Presentations Are Coming! | 📝 The paper "Interactive Body-Driven Graphics for Augmented Video Performance" is available here:
https://1iyiwei.github.io/ibg-chi19/
https://hal.archives-ouvertes.fr/hal-02005318/document
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🙏 We would like to thank our generous Patre... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fahir. In this series, we talk about amazing research papers. However, when a paper is published, also a talk often has to be given at a conference. And this paper is about the talk itself, or more precisely, how to enhance your presentation with dynami... | [{"start": 0.0, "end": 4.48, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fahir."}, {"start": 4.48, "end": 7.68, "text": " In this series, we talk about amazing research papers."}, {"start": 7.68, "end": 13.48, "text": " However, when a paper is published, also a talk often has to be give... |
Two Minute Papers | https://www.youtube.com/watch?v=u90TbxK7VEA | This Superhuman Poker AI Was Trained in 20 Hours! | ❤️ Check out Weights & Biases here and sign up for a free demo:
https://www.wandb.com/papers
Weights & Biases blog post with the 1 line of code visualization: https://www.wandb.com/articles/visualize-keras-models-with-one-line-of-code
📝 The paper "Superhuman AI for multiplayer poker" is available here:
- https://ai.... | Dear Fellow Scholars, this is 2 Minute Papers with Karo Zonaifahir. Today, the game we'll be talking about is the 6 player, no limit hold and poker, which is one of the more popular poker variants out there. And the goal of this project was to build a poker AI that never played against a human before and learns entire... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karo Zonaifahir."}, {"start": 4.4, "end": 9.88, "text": " Today, the game we'll be talking about is the 6 player, no limit hold and poker, which"}, {"start": 9.88, "end": 12.92, "text": " is one of the more popular poker variants o... |
Two Minute Papers | https://www.youtube.com/watch?v=fcnjHmBcLNQ | 3D Style Transfer For Video is Now Possible! | 📝 The paper "Stylizing Video by Example" is available here:
https://dcgi.fel.cvut.cz/home/sykorad/ebsynth.html
The app is available here: https://ebsynth.com
Our earlier episode on StyLit:
https://www.youtube.com/watch?v=S7HlxaMmWAU
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... | Dear Fellow Scholars, this is two-minute pepper sweet caro jeonaifahir. Neural style transfer just appeared four years ago in 2015. Style transfer is an interesting problem in machine learning research where we have two input images, one for content and one for style and the output is our content image reimagined with... | [{"start": 0.0, "end": 4.0200000000000005, "text": " Dear Fellow Scholars, this is two-minute pepper sweet caro jeonaifahir."}, {"start": 4.0200000000000005, "end": 9.28, "text": " Neural style transfer just appeared four years ago in 2015."}, {"start": 9.28, "end": 14.44, "text": " Style transfer is an interesting pro... |
Two Minute Papers | https://www.youtube.com/watch?v=OEQf0AtSSsc | Tighten the Towel! Simulating Liquid-Fabric Interactions | 📸 We are now available on Instagram with short snippets of our new episodes. Check us out there! https://www.instagram.com/twominutepapers/
📝 The paper "A Multi-Scale Model for Simulating Liquid-Fabric Interactions" is available here:
http://www.cs.columbia.edu/cg/wetcloth/
❤️ Pick up cool perks on our Patreon page... | Dear Fellow Scholars, this is Two Minute Papers with Karo Zsolnai-Fehir. Today, I've got some fluids for you. Most hobby projects with fluid simulations involve the simulation of a piece of sloshing liquid in a virtual container. However, if you have a more elaborate project at hand, the story is not so simple anymore... | [{"start": 0.0, "end": 4.36, "text": " Dear Fellow Scholars, this is Two Minute Papers with Karo Zsolnai-Fehir."}, {"start": 4.36, "end": 7.140000000000001, "text": " Today, I've got some fluids for you."}, {"start": 7.140000000000001, "end": 12.200000000000001, "text": " Most hobby projects with fluid simulations invo... |
Two Minute Papers | https://www.youtube.com/watch?v=prMk6Znm4Bc | This AI Learns About Movement By Watching Frozen People | 📝 The paper "Learning the Depths of Moving People by Watching Frozen People" is available here:
https://mannequin-depth.github.io/
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313V, Al... | Dear Fellow Scholars, this is two-minute papers with Karo Zonai Fahir. This paper is about endowing colored images with depth information, which is typically done through depth maps. Depth maps describe how far parts of the scene are from the camera and are given with a color coding where the darker the colors are, th... | [{"start": 0.0, "end": 4.14, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zonai Fahir."}, {"start": 4.14, "end": 11.14, "text": " This paper is about endowing colored images with depth information, which is typically done through depth maps."}, {"start": 11.14, "end": 22.06, "text": " Depth maps ... |
Two Minute Papers | https://www.youtube.com/watch?v=xlrGOfvYcQc | AI Creates Near Perfect Images Of People, Dogs and More | ❤️ Check out Weights & Biases here and sign up for a free demo:
- Run experiments with this paper here: https://app.wandb.ai/l2k2/sonnet-sonnet_examples/runs/jizpgd0o?workspace=user-l2k2
- Free demo: https://www.wandb.com/papers
📝 The paper "Generating Diverse High-Fidelity Images with VQ-VAE-2" and its supplementary... | Dear Fellow Scholars, this is two-minute Papers with Karo Zonai Fahir. In the last few years, we have seen a bunch of new AI-based techniques that were specialized in generating new and novel images. This is mainly done through learning-based techniques, typically a generative adversarial network, again in short, whic... | [{"start": 0.0, "end": 4.28, "text": " Dear Fellow Scholars, this is two-minute Papers with Karo Zonai Fahir."}, {"start": 4.28, "end": 9.52, "text": " In the last few years, we have seen a bunch of new AI-based techniques that were specialized"}, {"start": 9.52, "end": 12.36, "text": " in generating new and novel imag... |
Two Minute Papers | https://www.youtube.com/watch?v=tRHFQHYfAVc | Better Photorealistic Materials Are Coming! | 📝 The paper "An Adaptive Parameterization for Efficient Material Acquisition and Rendering" is available here:
https://rgl.epfl.ch/publications/Dupuy2018Adaptive
My course on photorealistic rendering is available here:
- Playlist: https://www.youtube.com/playlist?list=PLujxSBD-JXgnGmsn7gEyN28P1DnRZG7qi
- Website: htt... | Dear Fellow Scholars, this is two-minute Papers with Karo Zonai Fahir. In this series, we often marvel at light simulation programs that are able to create beautiful images by simulating the path of millions and millions of light rays. To make sure that our simulations look lifelike, we not only have to make sure that... | [{"start": 0.0, "end": 4.5, "text": " Dear Fellow Scholars, this is two-minute Papers with Karo Zonai Fahir."}, {"start": 4.5, "end": 9.92, "text": " In this series, we often marvel at light simulation programs that are able to create beautiful"}, {"start": 9.92, "end": 14.72, "text": " images by simulating the path of... |
Two Minute Papers | https://www.youtube.com/watch?v=hYWr67i8z5o | AI Discovers Sentiment By Writing Amazon Reviews | ❤️ Support the show on Patreon: https://www.patreon.com/TwoMinutePapers
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› LTC... | Dear Fellow Scholars, this is 2 Minute Papers with Karo Zsolnai-Fehir. In 2017, scientists at OpenAI embarked on an AI project where they wanted to show a neural network a bunch of Amazon product reviews and wanted to teach it to be able to generate new ones or continue a review when given one. Now, so far, this sound... | [{"start": 0.0, "end": 4.64, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karo Zsolnai-Fehir."}, {"start": 4.64, "end": 11.200000000000001, "text": " In 2017, scientists at OpenAI embarked on an AI project where they wanted to show a"}, {"start": 11.200000000000001, "end": 17.2, "text": " neural network... |
Two Minute Papers | https://www.youtube.com/watch?v=kie4wjB1MCw | Virtual Characters Learn To Work Out…and Undergo Surgery 💪 | 📝 The paper "Scalable Muscle-actuated Human
Simulation and Control" is available here:
http://mrl.snu.ac.kr/research/ProjectScalable/Page.htm
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🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possibl... | Dear Fellow Scholars, this is 2 Minute Papers with Karo Zsolnai-Fehir. This work is about creating virtual characters with a skeletal system, adding more than 300 muscles and teaching them to use these muscles to kick, jump, move around and perform other realistic human movements. Throughout this video, you will see t... | [{"start": 0.0, "end": 4.14, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karo Zsolnai-Fehir."}, {"start": 4.14, "end": 8.78, "text": " This work is about creating virtual characters with a skeletal system,"}, {"start": 8.78, "end": 14.120000000000001, "text": " adding more than 300 muscles and teaching... |
Two Minute Papers | https://www.youtube.com/watch?v=2xWnOL5bts8 | Rewrite Videos By Editing Text | 📝 The paper "Text-based Editing of Talking-head Video" is available here:
https://www.ohadf.com/projects/text-based-editing/
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313V, Alex Har... | Dear Fellow Scholars, this is Two Minute Papers with Karo Zsolnai-Fehir. The last few years have been an amazing ride when it comes to research works for creating facial reenactments for real characters. Beyond just transferring our gestures to a video footage of an existing talking head, controlling their gestures li... | [{"start": 0.0, "end": 4.28, "text": " Dear Fellow Scholars, this is Two Minute Papers with Karo Zsolnai-Fehir."}, {"start": 4.28, "end": 8.700000000000001, "text": " The last few years have been an amazing ride when it comes to research works for creating"}, {"start": 8.700000000000001, "end": 11.8, "text": " facial r... |
Two Minute Papers | https://www.youtube.com/watch?v=9M18rc9-VWU | This Jello Simulation Uses Only ~88 Lines of Code | 📝 The paper "Moving Least Squares MPM with Compatible Particle-in-Cell" and its source code is available here:
http://taichi.graphics/wp-content/uploads/2019/03/mls-mpm-cpic.pdf
https://github.com/yuanming-hu/taichi_mpm
The Taichi framework: http://taichi.graphics/
❤️ Pick up cool perks on our Patreon page: https://... | Dear Fellow Scholars, this is 2 Minute Papers with Kato Joanaifahir. Today we are going to talk about the material point method. This method uses both grids and particles to simulate the movement of snow, dripping honey, interactions of granular solids, and a lot of other really cool phenomena on our computers. This c... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Kato Joanaifahir."}, {"start": 4.4, "end": 8.040000000000001, "text": " Today we are going to talk about the material point method."}, {"start": 8.040000000000001, "end": 13.84, "text": " This method uses both grids and particles t... |
Two Minute Papers | https://www.youtube.com/watch?v=thQ7QjqNPlY | This AI Makes The Mona Lisa Come To Life | ❤️ Check out Weights & Biases here and sign up for a free demo:
https://www.wandb.com/papers
📝 The paper "Few-Shot Adversarial Learning of Realistic Neural Talking Head Models" is available here:
https://arxiv.org/abs/1905.08233v1
https://www.youtube.com/watch?v=p1b5aiTrGzY
🙏 We would like to thank our generous Pat... | Dear Fellow Scholars, this is 2 Minute Papers with Karo Zonai Fahir. This work presents a learning-based method that is able to take just a handful of photos and use those to synthesize a moving virtual character. Not only that, but it can also synthesize these faces from new viewpoints that the AI hasn't seen before.... | [{"start": 0.0, "end": 4.5600000000000005, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karo Zonai Fahir."}, {"start": 4.5600000000000005, "end": 10.3, "text": " This work presents a learning-based method that is able to take just a handful of photos"}, {"start": 10.3, "end": 14.9, "text": " and use tho... |
Two Minute Papers | https://www.youtube.com/watch?v=S7HlxaMmWAU | Artistic Style Transfer, Now in 3D! | 📝 The paper "Fast Example-Based Stylization with Local Guidance" is available here:
https://dcgi.fel.cvut.cz/home/sykorad/styleblit.html
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31... | Dear Fellow Scholars, this is two-minute papers with Karojona Ifahir. Style Transfer is an interesting problem in machine learning research where we have two input images, one for content and one for style, and the output is our content image reimagined with this new style. The cool part is that the content can be a p... | [{"start": 0.0, "end": 4.0, "text": " Dear Fellow Scholars, this is two-minute papers with Karojona Ifahir."}, {"start": 4.0, "end": 8.0, "text": " Style Transfer is an interesting problem in machine learning research"}, {"start": 8.0, "end": 13.0, "text": " where we have two input images, one for content and one for s... |
Two Minute Papers | https://www.youtube.com/watch?v=pQA8Wzt8wdw | OpenAI's MuseNet Learned to Compose Mozart, Bon Jovi and More | 📝 The blog post on OpenAI MuseNet is available here:
https://openai.com/blog/musenet/
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313V, Alex Haro, Andrew Melnychuk, Angelos Evripiotis... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. Not so long ago, OpenAI has released GPT2, an AI that was trained to look at a piece of text and perform common natural language processing operations on it, for instance, answering questions, summarization, and more. But today, we are going to b... | [{"start": 0.0, "end": 4.64, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.64, "end": 10.72, "text": " Not so long ago, OpenAI has released GPT2, an AI that was trained to look at a piece"}, {"start": 10.72, "end": 16.6, "text": " of text and perform common natural la... |
Two Minute Papers | https://www.youtube.com/watch?v=Y73iUAh56iI | We Can All Be Video Game Characters With This AI | 📝 The paper "Vid2Game: Controllable Characters Extracted from Real-World Videos" is available here:
https://arxiv.org/abs/1904.08379
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313V, ... | Dear Fellow Scholars, this is 2 Minute Papers with Karo Zonai-Fehir. The title of this paper is very descriptive, it says, controllable characters extracted from real-world videos. This sounds a little like science fiction, so let's pick this apart. If we forget about the controllable part, we get something that you'v... | [{"start": 0.0, "end": 4.6000000000000005, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karo Zonai-Fehir."}, {"start": 4.6000000000000005, "end": 10.72, "text": " The title of this paper is very descriptive, it says, controllable characters extracted from"}, {"start": 10.72, "end": 12.32, "text": " real... |
Two Minute Papers | https://www.youtube.com/watch?v=38ZXwJj6j8k | All Hail The Mighty Translatotron! | ❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
My talk and the full panel discussion at the NATO conference (I start at around the 12:30 minute mark):
▶️ https://www.facebook.com/StratComCOE/videos/698737203889068/
📝 The paper "Direct speech-to-speech translation with a sequence-t... | Dear Fellow Scholars, this is two-minute papers with Karo Zorna Ifahir. Scientists at Google just released the Translate of Tron. This is an AI that is able to translate speech from one language into speech into another language, and here comes the first twist without using text as an intermediate representation. You ... | [{"start": 0.0, "end": 4.28, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zorna Ifahir."}, {"start": 4.28, "end": 8.28, "text": " Scientists at Google just released the Translate of Tron."}, {"start": 8.28, "end": 15.280000000000001, "text": " This is an AI that is able to translate speech from o... |
Two Minute Papers | https://www.youtube.com/watch?v=aJq6ygTWdao | This AI Makes Amazing DeepFakes…and More! | Check out Lambda Labs here: https://lambdalabs.com/papers
📝 The paper "Deferred Neural Rendering: Image Synthesis using Neural Textures" is available here:
https://niessnerlab.org/projects/thies2019neural.html
My earlier work on neural rendering in the first part of the video is available here:
https://users.cg.tuwi... | This episode has been supported by Lambda Labs. Dear Fellow Scholars, this is two-minute papers with Karo Jorna Ifahir. In our earlier paper, Gaussian material synthesis, we made a neural renderer, and what this neural renderer was able to do is reproduce the results of a light transport simulation within 4 to 6 milli... | [{"start": 0.0, "end": 2.88, "text": " This episode has been supported by Lambda Labs."}, {"start": 2.88, "end": 6.88, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Jorna Ifahir."}, {"start": 6.88, "end": 12.08, "text": " In our earlier paper, Gaussian material synthesis, we made a neural renderer... |
Two Minute Papers | https://www.youtube.com/watch?v=goD36hVVl7M | How Can This Liquid Climb? | 📝 The paper "On the Accurate Large-scale Simulation of Ferrofluids" is available here:
http://computationalsciences.org/publications/huang-2019-ferrofluids.html
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🙏 We would like to thank our generous Patreon supporters who make Two Mi... | Dear Fellow Scholars, this is two-minute papers with Karojona Ifeher. You are in for a real treat today because today we are not going to simulate just plain regular fluids. No, we are going to simulate ferrofluids. These are fluids that have magnetic properties and respond to an external magnetic field and you will s... | [{"start": 0.0, "end": 5.0, "text": " Dear Fellow Scholars, this is two-minute papers with Karojona Ifeher."}, {"start": 5.0, "end": 11.44, "text": " You are in for a real treat today because today we are not going to simulate just plain"}, {"start": 11.44, "end": 12.84, "text": " regular fluids."}, {"start": 12.84, "e... |
Two Minute Papers | https://www.youtube.com/watch?v=f9z1I_81_Q4 | DeepMind Made a Math Test For Neural Networks | 📝 The paper "Analysing Mathematical Reasoning Abilities of Neural Models" is available here:
https://arxiv.org/abs/1904.01557
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313V, Alex Ha... | Dear Fellow Scholars, this is two-minute papers with Karo Zonaifahir. This paper from DeepMind is about taking a bunch of learning algorithms and torturing them with millions of classic math questions to find out if they can solve them. Sounds great, right? I wonder what kind of math questions would an AI find easy to... | [{"start": 0.0, "end": 4.28, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zonaifahir."}, {"start": 4.28, "end": 8.6, "text": " This paper from DeepMind is about taking a bunch of learning algorithms"}, {"start": 8.6, "end": 12.44, "text": " and torturing them with millions of classic math questio... |
Two Minute Papers | https://www.youtube.com/watch?v=SfvRhqsmU4o | NVIDIA’s AI Transformed My Chihuahua Into a Lion | Check out Lambda Labs here: https://lambdalabs.com/papers
📝 The paper "Few-Shot Unsupervised Image-to-Image Translation" and its demo is available here:
https://nvlabs.github.io/FUNIT/
https://nvlabs.github.io/FUNIT/petswap.html
🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers pos... | This episode has been supported by Lambda Labs. Dear Fellow Scholars, this is two-minute papers with Karo Jornaifahir. Let's talk about a great recent development in image translation. Image translation means that some image goes in and it is translated into an analogous image of a different class. A good example of t... | [{"start": 0.0, "end": 3.08, "text": " This episode has been supported by Lambda Labs."}, {"start": 3.08, "end": 7.12, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Jornaifahir."}, {"start": 7.12, "end": 11.26, "text": " Let's talk about a great recent development in image translation."}, {"start"... |
Two Minute Papers | https://www.youtube.com/watch?v=QPwhEnAILa0 | Should AI Research Try to Model the Human Brain? | ❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
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› Bitcoin Cash: qzy42yt06xqr5f83khnhcxm2mf53cllvt... | Dear Fellow Scholars, this is two-minute papers with Karojona Ifeher. AI research has come a long, long way in the last few years. Not so long ago, we were lucky if we could train a neural network to understand traffic signs and since then, so many things happened. By harnessing the power of learning algorithms, we ar... | [{"start": 0.0, "end": 4.12, "text": " Dear Fellow Scholars, this is two-minute papers with Karojona Ifeher."}, {"start": 4.12, "end": 8.120000000000001, "text": " AI research has come a long, long way in the last few years."}, {"start": 8.120000000000001, "end": 12.92, "text": " Not so long ago, we were lucky if we co... |
Two Minute Papers | https://www.youtube.com/watch?v=C6nonNRoF7g | This is How Google’s Phone Enhances Your Photos | 📝 The paper "Handheld Multi-frame Super-resolution" is available here:
https://sites.google.com/view/handheld-super-res/
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313V, Alex Haro, A... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. Super Resolution is a research field with a ton of published papers every year where the simplest problem formulation is that we have a low resolution course image as an input and we wish to enhance it to get a crisper, higher resolution image. Y... | [{"start": 0.0, "end": 4.6000000000000005, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.6000000000000005, "end": 9.38, "text": " Super Resolution is a research field with a ton of published papers every year where the"}, {"start": 9.38, "end": 15.0, "text": " simples... |
Two Minute Papers | https://www.youtube.com/watch?v=JJlSgm9OByM | This Robot Throws Objects with Amazing Precision | 📝 The paper "TossingBot: Learning to Throw Arbitrary Objects with Residual Physics" is available here:
https://tossingbot.cs.princeton.edu/
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🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible:... | Dear Fellow Scholars, this is two-minute papers with Karo Zonai Fahir. In this footage, we have a variety of objects that differ in geometry and the goal is to place them into this box using an AI. Sounds simple, right? This has been solved long, long ago. However, there is a catch here, which is that this box is outs... | [{"start": 0.0, "end": 4.5200000000000005, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zonai Fahir."}, {"start": 4.5200000000000005, "end": 9.84, "text": " In this footage, we have a variety of objects that differ in geometry and the goal is to"}, {"start": 9.84, "end": 13.280000000000001, "text... |
Two Minute Papers | https://www.youtube.com/watch?v=tfb6aEUMC04 | OpenAI Five Beats World Champion DOTA2 Team 2-0! 🤖 | Check out Lambda Labs here: https://lambdalabs.com/papers
OpenAI's blog post: https://openai.com/blog/openai-five-finals/
Reddit AMA: https://old.reddit.com/r/DotA2/comments/bf49yk/hello_were_the_dev_team_behind_openai_five_we/
Reddit discussion on buybacks: https://old.reddit.com/r/DotA2/comments/bcx8cf/i_think_the_o... | Dear Fellow Scholars, this is Two Minute Papers with Karojona Ifehir. This episode has been sponsored by Lambda Labs. Not so long ago, we talked about DeepMind's Alpha Star, an AI that was able to defeat top tier human players in Starcraft 2, a complex real-time strategy game. Of course, I love talking about AI's that... | [{"start": 0.0, "end": 4.64, "text": " Dear Fellow Scholars, this is Two Minute Papers with Karojona Ifehir."}, {"start": 4.64, "end": 7.640000000000001, "text": " This episode has been sponsored by Lambda Labs."}, {"start": 7.640000000000001, "end": 13.34, "text": " Not so long ago, we talked about DeepMind's Alpha St... |
Two Minute Papers | https://www.youtube.com/watch?v=e_9f5Z0sMYE | Simulating Grains of Sand, Now 6 Times Faster | 📝 The paper "Hybrid Grains: Adaptive Coupling of Discrete and Continuum Simulations of Granular Media" is available here:
http://www.cs.columbia.edu/~smith/hybrid_grains/
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🙏 We would like to thank our generous Patreon supporters who m... | Dear Fellow Scholars, this is 2 Minute Papers with Karoi Jona Ifehir. Good news, another fluid paper is coming up today and this one is about simulating granular materials. Most techniques that can simulate these grains can be classified as either discrete or continuum methods. Discrete methods as the name implies sim... | [{"start": 0.0, "end": 4.5600000000000005, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karoi Jona Ifehir."}, {"start": 4.5600000000000005, "end": 10.38, "text": " Good news, another fluid paper is coming up today and this one is about simulating granular"}, {"start": 10.38, "end": 11.700000000000001, "... |
Two Minute Papers | https://www.youtube.com/watch?v=dd1kN_myNDs | AI Learns Tracking People In Videos | 📝 The paper "Learning Correspondence from the Cycle-Consistency of Time" is available here:
https://arxiv.org/abs/1903.07593
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313V, Alex Har... | Dear Fellow Scholars, this is two-minute papers with Karojona Ifehir. There are many AI techniques that are able to look at a still image and identify objects, textures, human poses and object parts in them really well. However, in the age of the internet, we have videos everywhere. So an important question would be h... | [{"start": 0.0, "end": 4.2, "text": " Dear Fellow Scholars, this is two-minute papers with Karojona Ifehir."}, {"start": 4.2, "end": 10.120000000000001, "text": " There are many AI techniques that are able to look at a still image and identify objects,"}, {"start": 10.120000000000001, "end": 14.64, "text": " textures, ... |
Two Minute Papers | https://www.youtube.com/watch?v=mGHKFMXdjKU | DeepMind's AI Learned a Better Understanding of 3D Scenes | Backblaze:
https://www.backblaze.com/cloud-backup.html#af9tk4
📝 The paper "MONet: Unsupervised Scene Decomposition and Representation" is available here:
https://arxiv.org/abs/1901.11390
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🙏 We would like to thank our generous Patreon... | Dear Fellow Scholars, this is two-minute pepper sweet caro e johnaifahir. This paper was written by scientists at DeepMind and it is about teaching an AI to look at a 3D scene and decompose it into its individual elements in a meaningful manner. This is typically one of those tasks that is easy to do for humans and is... | [{"start": 0.0, "end": 4.36, "text": " Dear Fellow Scholars, this is two-minute pepper sweet caro e johnaifahir."}, {"start": 4.36, "end": 10.44, "text": " This paper was written by scientists at DeepMind and it is about teaching an AI to look at a 3D"}, {"start": 10.44, "end": 15.72, "text": " scene and decompose it i... |
Two Minute Papers | https://www.youtube.com/watch?v=Wxb0jN0X7cs | How To Train Your Virtual Dragon | Patreon: https://www.patreon.com/TwoMinutePapers
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› LTC: LM8AUh5bGcNgzq6HaV1je... | Dear Fellow Scholars, this is two-minute papers with Kato Jolyna Ifehir. Scientists at the Seoul National University in South Korea wrote a great paper on teaching an imaginary dragon all kinds of really cool aerobatic maneuvers like sharp turning, rapid winding, rolling, soaring, and diving. This is all done by a rei... | [{"start": 0.0, "end": 5.04, "text": " Dear Fellow Scholars, this is two-minute papers with Kato Jolyna Ifehir."}, {"start": 5.04, "end": 11.120000000000001, "text": " Scientists at the Seoul National University in South Korea wrote a great paper on teaching"}, {"start": 11.120000000000001, "end": 17.8, "text": " an im... |
Two Minute Papers | https://www.youtube.com/watch?v=XSWqLb0VyzM | Exploring And Attacking Neural Networks With Activation Atlases | 📝 The paper "Exploring Neural Networks with Activation Atlases" is available here:
https://distill.pub/2019/activation-atlas/
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313V, Alex Ha... | Dear Fellow Scholars, this is two-minute papers with Karo Jolene Fahir, when it comes to image classification tasks in which the input is a photograph and the output is a decision as to what is depicted in this photo, neural network-based learning solutions became more accurate than any other computer program we human... | [{"start": 0.0, "end": 5.68, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Jolene Fahir, when it comes to image"}, {"start": 5.68, "end": 11.72, "text": " classification tasks in which the input is a photograph and the output is a decision"}, {"start": 11.72, "end": 17.68, "text": " as to what is ... |
Two Minute Papers | https://www.youtube.com/watch?v=hW1_Sidq3m8 | NVIDIA's AI Creates Beautiful Images From Your Sketches! ✏️ | If you feel like it, buy anything through this Amazon link - you don't lose anything and we get a small kickback.
US: https://amzn.to/2FQHPcs
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📝 The paper "Semantic Image Synthesis with Spatially-Adaptive Normalization" and its source code is available here:
https://nvlabs.github.io/SPADE/
... | Dear Fellow Scholars, this is two-minute papers with Karo Ejona Ifehir. I know for a fact that some of you remember our first video on image translation, which was approximately three years and 250 episodes ago. This was a technique where we took an input painting and the labeling of this image that shows what kind of... | [{"start": 0.0, "end": 4.32, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Ejona Ifehir."}, {"start": 4.32, "end": 10.0, "text": " I know for a fact that some of you remember our first video on image translation, which"}, {"start": 10.0, "end": 14.32, "text": " was approximately three years and 25... |
Two Minute Papers | https://www.youtube.com/watch?v=iKrrKyeSRew | How Do Neural Networks Memorize Text? | 📝 The paper "Visualizing memorization in RNNs" is available here:
https://distill.pub/2019/memorization-in-rnns/
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313V, Alex Haro, Andrew Me... | Dear Fellow Scholars, this is two-minute papers with Kato Ejolna Ifehir. This is an article from the distal journal, so expect a lot of intuitive and beautiful visualizations. And it is about recurrent neural networks. These are neural network variants that are specialized to be able to deal with sequences of data. Fo... | [{"start": 0.0, "end": 4.32, "text": " Dear Fellow Scholars, this is two-minute papers with Kato Ejolna Ifehir."}, {"start": 4.32, "end": 10.96, "text": " This is an article from the distal journal, so expect a lot of intuitive and beautiful visualizations."}, {"start": 10.96, "end": 13.48, "text": " And it is about re... |
Two Minute Papers | https://www.youtube.com/watch?v=8ypnLjwpzK8 | OpenAI GPT-2: An Almost Too Good Text Generator! | ❤️ Support the show and pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
📝 The paper "Better Language Models and Their Implications" is available here:
https://openai.com/blog/better-language-models/
GPT-2 Reddit bot:
https://old.reddit.com/r/MachineLearning/comments/b3zlha/p_openais_g... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. This is an incredible paper from OpenAI in which the goal is to teach an AI to read a piece of text and perform common natural language processing operations on it, for instance, answering questions, completing text, reading comprehension, summar... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.4, "end": 11.8, "text": " This is an incredible paper from OpenAI in which the goal is to teach an AI to read a piece of text"}, {"start": 11.8, "end": 15.4, "text": " and perform common natural... |
Two Minute Papers | https://www.youtube.com/watch?v=UoKXJzTYDpw | Why Are Cloth Simulations So Hard? | 📝 The paper "I-Cloth: Incremental Collision Handling for GPU-Based Interactive Cloth Simulation" is available here:
https://min-tang.github.io/home/ICloth/
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🙏 We would like to thank our generous Patreon supporters who make Two Minute ... | Dear Fellow Scholars, this is Dominic Papers with Karojona Ifeher. Today we are going to talk a bit about the glory and the woes of cloth simulation programs. In these simulations we have several 3D models that are built from up to several hundreds of thousands of triangles. And as they move in time, the interesting p... | [{"start": 0.0, "end": 4.24, "text": " Dear Fellow Scholars, this is Dominic Papers with Karojona Ifeher."}, {"start": 4.24, "end": 10.24, "text": " Today we are going to talk a bit about the glory and the woes of cloth simulation programs."}, {"start": 10.24, "end": 17.52, "text": " In these simulations we have severa... |
Two Minute Papers | https://www.youtube.com/watch?v=wEgq6sT1uq8 | A Bitter AI Lesson - Compute Reigns Supreme! | 📝 The article "The Bitter Lesson" is available here:
http://www.incompleteideas.net/IncIdeas/BitterLesson.html
Nice twitter thread on this video: https://twitter.com/karoly_zsolnai/status/1114867598724931585
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🙏 We would like to thank... | Dear Fellow Scholars, this is Two Minute Papers with Karo Zonai Fahir. Before we start, I'd like to tell you that this video is not about a paper and it is not going to be two minutes. Welcome to Two Minute Papers. This piece bears the name, The Bitter Lesson, and was written by Richard Sutton, a legendary Canadian re... | [{"start": 0.0, "end": 4.32, "text": " Dear Fellow Scholars, this is Two Minute Papers with Karo Zonai Fahir."}, {"start": 4.32, "end": 8.92, "text": " Before we start, I'd like to tell you that this video is not about a paper and it is"}, {"start": 8.92, "end": 10.76, "text": " not going to be two minutes."}, {"start"... |
Two Minute Papers | https://www.youtube.com/watch?v=-jL2o_15s1E | Beautiful Gooey Simulations, Now 10 Times Faster | ❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
📝 The paper "GPU Optimization of Material Point Methods" is available here:
http://www.cemyuksel.com/research/papers/gpu_mpm.pdf
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313V, Alex... | Dear Fellow Scholars, this is 2 Minute Papers with Karajor Naifahir. You know that I see a piece of fluid and I can't resist making videos about it. I just can't. Oh my goodness. Look at that. These animations were created using the material point method or MPM in short, which is a hybrid simulation method, which is a... | [{"start": 0.0, "end": 4.7, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karajor Naifahir."}, {"start": 4.7, "end": 9.540000000000001, "text": " You know that I see a piece of fluid and I can't resist making videos about it."}, {"start": 9.540000000000001, "end": 10.74, "text": " I just can't."}, {"star... |
Two Minute Papers | https://www.youtube.com/watch?v=luwP75lPExo | NeuroSAT: An AI That Learned Solving Logic Problems | ❤️ This video has been kindly supported by my friends at Arm Research. Check them out here! - http://bit.ly/2TqOWAu
📝 The paper "Learning a SAT Solver from Single-Bit Supervision" is available here:
https://arxiv.org/abs/1802.03685
🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers ... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fahir. Please meet NeuroSet. The name of this technique tells us what it is about, the NeuroPART means that it is a neural network-based learning method, and the setPART means that it is able to solve satisfiability problems. This is a family of problem... | [{"start": 0.0, "end": 4.32, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fahir."}, {"start": 4.32, "end": 6.32, "text": " Please meet NeuroSet."}, {"start": 6.32, "end": 10.84, "text": " The name of this technique tells us what it is about, the NeuroPART means that it is"}, {"start": 10.... |
Two Minute Papers | https://www.youtube.com/watch?v=dvzlvHNxdfI | This AI Learned to “Photoshop” Human Faces | ❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
📝 The paper "SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color" is available here:
https://arxiv.org/abs/1902.06838
https://github.com/JoYoungjoo/SC-FEGAN
🙏 We would like to thank our generous Patreon... | Dear Fellow Scholars, this is two-minute papers with Karojolna Ifehir. In this series, we talk quite a bit about neural network-based learning methods that are able to generate new images for us from some sort of sparse description, like a written sentence, or a set of controllable parameters. These can enable us mere... | [{"start": 0.0, "end": 4.5600000000000005, "text": " Dear Fellow Scholars, this is two-minute papers with Karojolna Ifehir."}, {"start": 4.5600000000000005, "end": 9.24, "text": " In this series, we talk quite a bit about neural network-based learning methods that are"}, {"start": 9.24, "end": 14.200000000000001, "text... |
Two Minute Papers | https://www.youtube.com/watch?v=C7Dmu0GtrSw | Google’s PlaNet AI Learns Planning from Pixels | Errata: https://twitter.com/arjunbazinga/status/1114497224174497793
📝 The paper "Learning Latent Dynamics for Planning from Pixels" and its source code is available here:
https://planetrl.github.io/
https://arxiv.org/abs/1811.04551
https://github.com/google-research/planet
❤️ Pick up cool perks on our Patreon page: ... | Dear Fellow Scholars, this is 2 Minute Papers with Karojol Naifahir. Today, we are going to talk about Planet, a technique that is meant to solve challenging image-based planning tasks with sparse rewards. Okay, that sounds great, but what do all of these terms mean? The planning part is simple. It means that the AI h... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karojol Naifahir."}, {"start": 4.4, "end": 9.64, "text": " Today, we are going to talk about Planet, a technique that is meant to solve challenging"}, {"start": 9.64, "end": 13.0, "text": " image-based planning tasks with sparse re... |
Two Minute Papers | https://www.youtube.com/watch?v=cD-eXjf854Q | DeepMind: The Hanabi Card Game Is the Next Frontier for AI Research | 📝 The paper "The Hanabi Challenge: A New Frontier for AI Research" and a blog post is available here:
https://arxiv.org/abs/1902.00506
http://www.marcgbellemare.info/blog/a-cooperative-benchmark-announcing-the-hanabi-learning-environment/
❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePap... | Dear Fellow Scholars, this is Two Minute Papers with Karo Zonaifahir. Now get this, after defeating chess, Go and making incredible progress in Starcraft 2, scientists at DeepMind just published a paper where they claim that Hanabi is the next frontier in AI research. And we shall stop right here. I hear you asking me... | [{"start": 0.0, "end": 4.28, "text": " Dear Fellow Scholars, this is Two Minute Papers with Karo Zonaifahir."}, {"start": 4.28, "end": 11.36, "text": " Now get this, after defeating chess, Go and making incredible progress in Starcraft 2,"}, {"start": 11.36, "end": 17.2, "text": " scientists at DeepMind just published ... |
Two Minute Papers | https://www.youtube.com/watch?v=OV0ivJB2lyI | Liquid Splash Modeling With Neural Networks | ❤️ This video has been kindly supported by my friends at Arm Research. Check them out here! - http://bit.ly/2TqOWAu
📝 The paper "Liquid Splash Modeling with Neural Networks" is available here:
https://ge.in.tum.de/publications/2018-mlflip-um/
The Arm word and logo are trademarks of Arm Limited (or its subsidiaries) ... | Dear Fellow Scholars, this is Two Minute Papers with Karo Jolene Fahir. If you have been watching this series for a while, you know that I am completely addicted to fluid simulations, so it is now time for a new fluid paper. And by the end of this video, I hope you will be addicted too. If we create a virtual world wi... | [{"start": 0.0, "end": 4.5600000000000005, "text": " Dear Fellow Scholars, this is Two Minute Papers with Karo Jolene Fahir."}, {"start": 4.5600000000000005, "end": 8.8, "text": " If you have been watching this series for a while, you know that I am completely addicted"}, {"start": 8.8, "end": 14.0, "text": " to fluid ... |
Two Minute Papers | https://www.youtube.com/watch?v=iM4PPGDQry0 | GANPaint: An Extraordinary Image Editor AI | 📝 The paper " GAN Dissection: Visualizing and Understanding Generative Adversarial Networks " and its web demo is available here:
https://gandissect.csail.mit.edu
http://gandissect.res.ibm.com/ganpaint.html
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🙏 We would like to thank o... | Dear Fellow Scholars, this is Dominic Papers with Kato Joana Ifahir. This paper describes a new technique to visualize the inner workings of a generator neural network. This is a neural network that is able to create images for us. The key idea here is dissecting this neural network and looking for agreements between ... | [{"start": 0.0, "end": 4.28, "text": " Dear Fellow Scholars, this is Dominic Papers with Kato Joana Ifahir."}, {"start": 4.28, "end": 10.48, "text": " This paper describes a new technique to visualize the inner workings of a generator neural network."}, {"start": 10.48, "end": 14.4, "text": " This is a neural network t... |
Two Minute Papers | https://www.youtube.com/watch?v=QpptSohzuDo | This Experiment Questions Some Recent AI Results | Audible - get Nick Bostrom's "Superintelligence" for free:
US: https://amzn.to/2RXr32F
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📝 The paper "Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet " is available here:
https://openreview.net/pdf?id=SkfMWhAqYQ
https://openreview.net/forum?id=SkfMWhA... | Dear Fellow Scholars, this is Two Minute Papers with Károly Zsolnai-Fehér. In the previous episode, we talked about image classification, which means that we have an image as an input, and we ask a computer to figure out what is seen in this image. Learning algorithms, such as convolution on your own networks, are ama... | [{"start": 0.0, "end": 4.5200000000000005, "text": " Dear Fellow Scholars, this is Two Minute Papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.5200000000000005, "end": 9.28, "text": " In the previous episode, we talked about image classification, which means that we have an"}, {"start": 9.28, "end": 15.4, "te... |
Two Minute Papers | https://www.youtube.com/watch?v=YFL-MI5xzgg | Do Neural Networks Need To Think Like Humans? | ❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
📝 The paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness " is available here:
https://openreview.net/forum?id=Bygh9j09KX
https://blog.usejournal.com/why-deep-learning-works-d... | Dear Fellow Scholars, this is two-minute papers with Karo Zonai Fahir. As convolutional neural network-based image classifiers are able to correctly identify objects and images and are getting more and more pervasive scientists at the University of Tobingen decided to embark on a project to learn more about the inner ... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zonai Fahir."}, {"start": 4.4, "end": 10.200000000000001, "text": " As convolutional neural network-based image classifiers are able to correctly identify objects"}, {"start": 10.200000000000001, "end": 16.6, "text": " and i... |
Two Minute Papers | https://www.youtube.com/watch?v=pv8Sl2rWyCQ | Google AI's Take on How To Fix Peer Review | 📝 The paper "Avoiding a Tragedy of the Commons in the Peer Review Process" is available here:
https://arxiv.org/abs/1901.06246
The NeurIPS experiment: http://blog.mrtz.org/2014/12/15/the-nips-experiment.html
Fluid video source: https://www.youtube.com/watch?v=MCHw6fUyLMY
❤️ Pick up cool perks on our Patreon page: h... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. It is time for a position paper. This paper does not have the usual visual fireworks that you see in many of these videos, however, it addresses the cornerstone of scientific publication which is none other than peer review. When a research group... | [{"start": 0.0, "end": 4.46, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.46, "end": 7.2, "text": " It is time for a position paper."}, {"start": 7.2, "end": 12.120000000000001, "text": " This paper does not have the usual visual fireworks that you see in many of the... |
Two Minute Papers | https://www.youtube.com/watch?v=1gWpFuQlBsg | AlphaZero: DeepMind’s AI Works Smarter, not Harder | Errata: regarding the comment on the rules - the AI has no built-in domain knowledge but the basic rules of the game.
📝 The paper "AlphaZero: Shedding new light on the grand games of chess, shogi and Go" is available here:
https://deepmind.com/blog/alphazero-shedding-new-light-grand-games-chess-shogi-and-go/
Kasparo... | Dear Fellow Scholars, this is 2 Minute Papers with Karo Ejona Ifaher. Finally, I have been waiting for quite a while to cover this amazing paper, which is about Alpha Zero. We have talked about Alpha Zero before, this is an AI that is able to play chess, go, and shogi, or in other words, Japanese chess on a remarkably... | [{"start": 0.0, "end": 4.08, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karo Ejona Ifaher."}, {"start": 4.08, "end": 10.24, "text": " Finally, I have been waiting for quite a while to cover this amazing paper, which is about"}, {"start": 10.24, "end": 11.52, "text": " Alpha Zero."}, {"start": 11.52, "... |
Two Minute Papers | https://www.youtube.com/watch?v=F84jaIR5Uxc | AI-Based 3D Pose Estimation: Almost Real Time! | 📝 The paper "3D Human Pose Machines with Self-supervised Learning" and its source code is available here:
https://arxiv.org/abs/1901.03798
http://www.sysu-hcp.net/3d_pose_ssl/
https://github.com/chanyn/3Dpose_ssl.git
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🙏 We would like ... | Dear Fellow Scholars, this is Two Minute Papers with Karojona Ifahir. This episode is about a really nice new paper on pose estimation. Pose estimation means that we have an image or video of a human as an input and the output should be this skeleton that you see here that shows what the current position of this perso... | [{"start": 0.0, "end": 4.28, "text": " Dear Fellow Scholars, this is Two Minute Papers with Karojona Ifahir."}, {"start": 4.28, "end": 8.76, "text": " This episode is about a really nice new paper on pose estimation."}, {"start": 8.76, "end": 13.64, "text": " Pose estimation means that we have an image or video of a hu... |
Two Minute Papers | https://www.youtube.com/watch?v=lws-2u3LbYg | This AI Learned Image Decolorization..and More | ❤️ Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers
📝 The paper "Deep Feature Consistent Deep Image Transformations: Downscaling, Decolorization and HDR Tone Mapping" is available here:
https://arxiv.org/abs/1707.09482
https://houxianxu.github.io/assets/project/dfc-dit
🙏 We would like... | Dear Fellow Scholars, this is two-minute papers with Karo Joel Naifahir. Whenever we build a website, a video game, or do any sort of photography and image manipulation, we often encounter the problems of image downscaling, decalorization, and HDR tone mapping. This work offers us one technique that can do all three o... | [{"start": 0.0, "end": 4.32, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Joel Naifahir."}, {"start": 4.32, "end": 10.68, "text": " Whenever we build a website, a video game, or do any sort of photography and image manipulation,"}, {"start": 10.68, "end": 18.2, "text": " we often encounter the pr... |
Two Minute Papers | https://www.youtube.com/watch?v=OwRuzn3RAhA | Extracting Rotations The Right Way | The paper "A Robust Method to Extract the Rotational Part of Deformations" is available here:
http://matthias-mueller-fischer.ch/publications/stablePolarDecomp.pdf
Our work with Activision-Blizzard is available here:
› Project page: https://users.cg.tuwien.ac.at/zsolnai/gfx/separable-subsurface-scattering-with-activis... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. This paper is about creating high-quality physics simulations, and is, in my opinion, one of the gems very few people know about. In these physical simulations, we have objects that undergo a lot of tormenting. For instance, they have to endure a... | [{"start": 0.0, "end": 4.14, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.14, "end": 12.16, "text": " This paper is about creating high-quality physics simulations, and is, in my opinion, one of the gems very few people know about."}, {"start": 12.16, "end": 17.02, "... |
Two Minute Papers | https://www.youtube.com/watch?v=6fo5NhnyR8I | OpenAI - Learning Dexterous In-Hand Manipulation | Check out "Superintelligence: Paths, Dangers, Strategies" on Audible:
US: https://amzn.to/2RXr32F
EU: https://amzn.to/2SqauwI
The paper "Learning Dexterous In-Hand Manipulation" is available here:
https://blog.openai.com/learning-dexterity/
https://arxiv.org/abs/1808.00177
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› ht... | Dear Fellow Scholars, this is two-minute papers with Karojona Ifehir. This work is about open AI's technique that teaches a robot arm to dexterously manipulate a block to a target state. And in this project they did one of my favorite things, which is first training an AI within a simulation and then deploying it into... | [{"start": 0.0, "end": 4.5600000000000005, "text": " Dear Fellow Scholars, this is two-minute papers with Karojona Ifehir."}, {"start": 4.5600000000000005, "end": 9.76, "text": " This work is about open AI's technique that teaches a robot arm to dexterously manipulate"}, {"start": 9.76, "end": 12.120000000000001, "text... |
Two Minute Papers | https://www.youtube.com/watch?v=DMXvkbAtHNY | DeepMind’s AlphaStar Beats Humans 10-0 (or 1) | DeepMind's #AlphaStar blog post:
https://deepmind.com/blog/alphastar-mastering-real-time-strategy-game-starcraft-ii/
Full event:
https://www.youtube.com/watch?v=cUTMhmVh1qs
Highlights:
https://www.youtube.com/watch?v=6EQAsrfUIyo
Agent visualization:
https://www.youtube.com/watch?v=HcZ48JDamyk&feature=youtu.be
#Deep... | Dear Fellow Scholars, this is 2 Minute Papers with Karo Isholaifahir. I think this is one of the more important things that happened in AI research lately. In the last few years we have seen Deep Mind defeat the best goal players in the world, and after Open AI's venture in the game of Dota 2, it's time for Deep Mind ... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karo Isholaifahir."}, {"start": 4.4, "end": 9.92, "text": " I think this is one of the more important things that happened in AI research lately."}, {"start": 9.92, "end": 15.48, "text": " In the last few years we have seen Deep Mi... |
Two Minute Papers | https://www.youtube.com/watch?v=Do_00r8NGMY | AI Learns Real-Time Defocus Effects in VR | The paper "DeepFocus: Learned Image Synthesis for Computational Displays" and its source code is available here:
https://research.fb.com/publications/deepfocus-siggraph-asia-2018/
https://www.oculus.com/blog/introducing-deepfocus-the-ai-rendering-system-powering-half-dome/
https://github.com/facebookresearch/DeepFocus
... | Dear Fellow Scholars, this is Dominic Papers with Károly Zsolnai-Fehér. If we are to write a sophisticated light simulation program and we write a list of features that we really wish to have, we should definitely keep an eye on the focus effects. This is what it looks like and in order to do that, our simulation prog... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is Dominic Papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.4, "end": 9.92, "text": " If we are to write a sophisticated light simulation program and we write a list of features"}, {"start": 9.92, "end": 15.280000000000001, "text": " that we rea... |
Two Minute Papers | https://www.youtube.com/watch?v=-cOYwZ2XcAc | None of These Faces Are Real! | The paper "A Style-Based Generator Architecture for Generative Adversarial Networks", i.e., #StyleGAN and its video available here:
https://arxiv.org/abs/1812.04948
https://www.youtube.com/watch?v=kSLJriaOumA
Our material synthesis paper is available here:
https://users.cg.tuwien.ac.at/zsolnai/gfx/gaussian-material-sy... | Dear Fellow Scholars, this is two-minute papers with Karo Jona Ifehir. Before we start, I will tell you right away to hold on to your papers. When I first seen the results, I didn't do that and almost fell out of the chair. Scientists at NVIDIA published an amazing work not so long ago that was able to dream up high-r... | [{"start": 0.0, "end": 4.6000000000000005, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Jona Ifehir."}, {"start": 4.6000000000000005, "end": 8.96, "text": " Before we start, I will tell you right away to hold on to your papers."}, {"start": 8.96, "end": 14.200000000000001, "text": " When I first ... |
Two Minute Papers | https://www.youtube.com/watch?v=1ct_P3IZow0 | What Makes a Good Image Generator AI? | Three paper recommendations this time:
- Inception score - "Improved Techniques for Training GANs" - https://arxiv.org/abs/1606.03498
- "Progressive Growing of GANs for Improved Quality" - https://arxiv.org/abs/1710.10196
- Inception score criticism - "A Note on the Inception Score" - https://arxiv.org/abs/1801.01973
... | Dear Fellow Scholars, this is two-minute papers with Károly Zsolnai-Fehér. In this series, we frequently talk about generative adversarial networks or GANs in short. This means a pair of neural networks that battle each other over time to master a task, for instance, to generate realistic-looking images from a written... | [{"start": 0.0, "end": 4.5600000000000005, "text": " Dear Fellow Scholars, this is two-minute papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.5600000000000005, "end": 10.96, "text": " In this series, we frequently talk about generative adversarial networks or GANs in short."}, {"start": 10.96, "end": 16.28, ... |
Two Minute Papers | https://www.youtube.com/watch?v=t_7qpPOmsME | This AI Produces Binaural (2.5D) Audio | The paper "2.5D Visual Sound" is available here:
https://arxiv.org/abs/1812.04204
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313V, Alex Haro, Andrew Melnychuk, Angelos Evripiotis, Anthony... | Dear Fellow Scholars, this is two-minute papers with Carlos Joel Naifahir. Bainaro, or two and a half-day audio, means a sound recording that provides the listener with an amazing 3D-ish sound sensation. It produces a sound that feels highly realistic when listened to through headphones, and therefore, using a pair is... | [{"start": 0.0, "end": 4.2, "text": " Dear Fellow Scholars, this is two-minute papers with Carlos Joel Naifahir."}, {"start": 4.2, "end": 9.88, "text": " Bainaro, or two and a half-day audio, means a sound recording that provides the listener"}, {"start": 9.88, "end": 13.280000000000001, "text": " with an amazing 3D-is... |
Two Minute Papers | https://www.youtube.com/watch?v=KhP7lTLTipc | 6 Life Lessons I Learned From AI Research | Tensorflow experiment link: https://www.reddit.com/r/MachineLearning/comments/4eila2/tensorflow_playground/d20noqu/
Karpathy’s classifier neural network: https://cs.stanford.edu/people/karpathy/convnetjs/demo/cifar10.html
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We would like ... | Dear Fellow Scholars, this is Two Minute Papers with Károly Zsolnai-Fehér. This is going to be a weird, non-traditional episode, not the usual Two Minute Papers. Hope you'll enjoy it and if you've finished the video, please let me know in the comments what you think about it. So let's start. Life lessons I learned fro... | [{"start": 0.0, "end": 4.08, "text": " Dear Fellow Scholars, this is Two Minute Papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.08, "end": 9.52, "text": " This is going to be a weird, non-traditional episode, not the usual Two Minute Papers."}, {"start": 9.52, "end": 14.88, "text": " Hope you'll enjoy it and... |
Two Minute Papers | https://www.youtube.com/watch?v=T8YOzqy7t5Y | This AI Learns From Humans…and Exceeds Them | The paper "Reward learning from human preferences and demonstrations in Atari" is available here:
https://arxiv.org/abs/1811.06521
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› PayPal: htt... | Dear Fellow Scholars, this is two-minute papers with Karo Zornaifahir. This is a collaboration between deep-mind and open AI on using human demonstrations to teach an AI to play games really well. The basis of this work is reinforcement learning, which is about choosing a set of actions in an environment to maximize a... | [{"start": 0.0, "end": 4.12, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zornaifahir."}, {"start": 4.12, "end": 13.16, "text": " This is a collaboration between deep-mind and open AI on using human demonstrations to teach an AI to play games really well."}, {"start": 13.16, "end": 21.0, "text": ... |
Two Minute Papers | https://www.youtube.com/watch?v=pc_k-sgUYmY | DeepMind’s Take on How To Create a Benign AI | The paper "Scalable agent alignment via reward modeling: a research direction" is available here:
1. https://arxiv.org/abs/1811.07871
2. https://medium.com/@deepmindsafetyresearch/scalable-agent-alignment-via-reward-modeling-bf4ab06dfd84
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› https://www.patreon.com/TwoMinutePapers... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. This episode does not have the usual visual fireworks, but I really wanted to cover this paper because it tells a story that is, I think, very important for all of us to hear about. When creating a new AI to help us with a task, we have to someho... | [{"start": 0.0, "end": 4.32, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.32, "end": 9.84, "text": " This episode does not have the usual visual fireworks, but I really wanted to cover this paper"}, {"start": 9.84, "end": 15.64, "text": " because it tells a story tha... |
Two Minute Papers | https://www.youtube.com/watch?v=q22XWPM0Egc | AI Learning Morphology and Movement...at the Same Time! | The paper "Reinforcement Learning for Improving Agent Design" is available here:
https://designrl.github.io/
https://arxiv.org/abs/1810.03779
Our job posting for a PostDoc:
https://www.cg.tuwien.ac.at/jobs/3dspatialization/
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We would li... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. Reinforcement learning is a class of learning algorithms that chooses a set of actions in an environment to maximize the score. Typical use cases of this include writing an AI to master video games, or avoiding obstacles with a drone and many mor... | [{"start": 0.0, "end": 4.64, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.64, "end": 9.44, "text": " Reinforcement learning is a class of learning algorithms that chooses a set of actions in"}, {"start": 9.44, "end": 12.200000000000001, "text": " an environment to ma... |
Two Minute Papers | https://www.youtube.com/watch?v=ZKQp28OqwNQ | BigGANs: AI-Based High-Fidelity Image Synthesis | This episode was supported by insilico.com. "Anything outside life extension is a complete waste of time". See their papers:
- Papers: https://www.ncbi.nlm.nih.gov/pubmed/?term=Zhavoronkov%2Ba
- Website: http://insilico.com/
The paper "Large Scale GAN Training for High Fidelity Natural Image Synthesis" is available he... | Dear Fellow Scholars, this is two-minute papers with Karojona Ifehir. Approximately 150 episodes ago, we looked at deep minds amazing algorithm that was able to look at a database with images of birds, and it could learn about them so much that we could provide a text description of an imaginary bird type and it would... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is two-minute papers with Karojona Ifehir."}, {"start": 4.4, "end": 10.68, "text": " Approximately 150 episodes ago, we looked at deep minds amazing algorithm that was able"}, {"start": 10.68, "end": 16.84, "text": " to look at a database with images of b... |
Two Minute Papers | https://www.youtube.com/watch?v=V6G717ewUuw | Can an AI Learn To Draw a Caricature? | Pick up cool perks on our Patreon page:
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The paper "CariGANs: Unpaired Photo-to-Caricature Translation" is available here:
https://cari-gan.github.io/
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313V, Alex Haro, Andrew Melnychuk,... | Dear Fellow Scholars, this is two-minute Papers with Karojona Ifaher. Style Transfer is an interesting problem in machine learning research where we have two input images, one for content and one for style, and the output is our content image reimagined with this new style. The cool part is that the content can be a p... | [{"start": 0.0, "end": 4.0, "text": " Dear Fellow Scholars, this is two-minute Papers with Karojona Ifaher."}, {"start": 4.0, "end": 8.0, "text": " Style Transfer is an interesting problem in machine learning research"}, {"start": 8.0, "end": 13.0, "text": " where we have two input images, one for content and one for s... |
Two Minute Papers | https://www.youtube.com/watch?v=AGm3hF_BlYM | This AI Learns Human Movement From Videos | The paper "Towards Learning a Realistic Rendering of Human Behavior" is available here:
https://compvis.github.io/hbugen2018/
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313V, Andrew Melny... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fahir, in a previous episode we discussed a technique where we could specify a low-quality image of a test subject and a photo of a different person. What happened then is that the algorithm transformed our test subject into that pose. With another algo... | [{"start": 0.0, "end": 5.8, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fahir, in a previous episode"}, {"start": 5.8, "end": 11.48, "text": " we discussed a technique where we could specify a low-quality image of a test subject and"}, {"start": 11.48, "end": 13.8, "text": " a photo of a... |
Two Minute Papers | https://www.youtube.com/watch?v=CIDRdLOWrXQ | Building a Curious AI With Random Network Distillation | This episode was supported by insilico.com. "Anything outside life extension is a complete waste of time". See their papers:
- Papers: https://www.ncbi.nlm.nih.gov/pubmed/?term=Zhavoronkov%2Ba
- Website: http://insilico.com/
The paper "Exploration by Random Network Distillation" is available here:
Blog post: https://b... | Dear Fellow Scholars, this is two-minute papers with Kato Zsolnai-Fehir. In a previous episode, we talked about a class of learning algorithms that were endowed with curiosity. This new work also showcases a curious AI that aims to solve Montezuma's revenge, which is a notoriously difficult platform game for an AI to ... | [{"start": 0.0, "end": 4.28, "text": " Dear Fellow Scholars, this is two-minute papers with Kato Zsolnai-Fehir."}, {"start": 4.28, "end": 8.88, "text": " In a previous episode, we talked about a class of learning algorithms that were endowed"}, {"start": 8.88, "end": 10.44, "text": " with curiosity."}, {"start": 10.44,... |
Two Minute Papers | https://www.youtube.com/watch?v=ozUzomVQsWc | This AI Learns Acrobatics by Watching YouTube | This episode was supported by insilico.com. "Anything outside life extension is a complete waste of time". See their papers:
- Papers: https://www.ncbi.nlm.nih.gov/pubmed/?term=Zhavoronkov%2Ba
- Website: http://insilico.com/
The paper "SFV: Reinforcement Learning of Physical Skills from Videos" is available here:
1. h... | Dear Fellow Scholars, this is 2 Minute Papers with Karo Zsolnai-Fehir. If we have an animation movie or a computer game where, like in any other digital medium, we wish to have high quality, lifelike animations for our characters, we likely have to use motion capture. Motion capture means that we put an actor in a stu... | [{"start": 0.0, "end": 4.72, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karo Zsolnai-Fehir."}, {"start": 4.72, "end": 10.48, "text": " If we have an animation movie or a computer game where, like in any other digital medium,"}, {"start": 10.48, "end": 15.8, "text": " we wish to have high quality, life... |
Two Minute Papers | https://www.youtube.com/watch?v=fzuYEStsQxc | This Curious AI Beats Many Games...and Gets Addicted to the TV | Pick up cool perks on our Patreon page:
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› Ethereum: 0x002BB163DfE89B7aD0712846F1a1E53ba6136... | Dear Fellow Scholars, this is two-minute Papers with Karo Jornaifahir. Reinforcement learning is a learning algorithm that chooses a set of actions in an environment to maximize a score. This class of techniques enables us to train an AI to master video games, avoiding obstacles with a drone, cleaning up a table with ... | [{"start": 0.0, "end": 4.28, "text": " Dear Fellow Scholars, this is two-minute Papers with Karo Jornaifahir."}, {"start": 4.28, "end": 11.32, "text": " Reinforcement learning is a learning algorithm that chooses a set of actions in an environment to maximize a score."}, {"start": 11.32, "end": 16.92, "text": " This cl... |
Two Minute Papers | https://www.youtube.com/watch?v=zL6ltnSKf9k | This AI Learned To Isolate Speech Signals | The paper "Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation " is available here:
https://looking-to-listen.github.io/
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We would like to thank our generous Patreon supporters who make... | Dear Fellow Scholars, this is 2 Minute Paper Sweet Carro Joel Naifa here. This is a neural network-based technique that can perform audio-visual separation. Before we talk about what that is, I will tell you what it is not. It is not what we've seen in the previous episode where we could select a pixel and listen to i... | [{"start": 0.0, "end": 4.6000000000000005, "text": " Dear Fellow Scholars, this is 2 Minute Paper Sweet Carro Joel Naifa here."}, {"start": 4.6000000000000005, "end": 9.96, "text": " This is a neural network-based technique that can perform audio-visual separation."}, {"start": 9.96, "end": 13.72, "text": " Before we t... |
Two Minute Papers | https://www.youtube.com/watch?v=o-LU_Dja6Ks | This AI Shows Us the Sound of Pixels | The paper "The Sound of Pixels" is available here:
http://sound-of-pixels.csail.mit.edu/
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313V, Andrew Melnychuk, Angelos Evripiotis, Anthony Vdo... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. This is a neural network-based method that is able to show us the sound of pixels. What this means is that it separates and localizes audio signals in videos. The two keywords are separation and localization, so let's take a look at these one by ... | [{"start": 0.0, "end": 5.0, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 5.0, "end": 11.040000000000001, "text": " This is a neural network-based method that is able to show us the sound of pixels."}, {"start": 11.040000000000001, "end": 16.36, "text": " What this mean... |
Two Minute Papers | https://www.youtube.com/watch?v=X1cPSvPagNI | Full-Time Papers, Maybe Someday? | Pick up cool perks on our Patreon page:
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› Ethereum: 0x002BB163DfE89B7aD0712846F1a1E53ba6136... | Dear Fellow Scholars, this is 2 Minute Papers with Karoijona Ifehir. This video is not about a paper, but about the video series itself. I don't do this often, but for the sake of transparency, I wanted to make sure to tell you about this. We have recently hit 175,000 subscribers on the channel. I find this number alm... | [{"start": 0.0, "end": 4.92, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Karoijona Ifehir."}, {"start": 4.92, "end": 9.200000000000001, "text": " This video is not about a paper, but about the video series itself."}, {"start": 9.200000000000001, "end": 13.76, "text": " I don't do this often, but for th... |
Two Minute Papers | https://www.youtube.com/watch?v=duCQUu8EQVA | Real-Time Holography Simulation! | The paper "Acquiring Spatially Varying Appearance of Printed Holographic Surfaces" is available here:
https://wp.doc.ic.ac.uk/rgi/project/acquiring-spatially-varying-appearance-of-printed-holographic-surfaces/
Material learning and synthesis algorithm:
https://users.cg.tuwien.ac.at/zsolnai/gfx/gaussian-material-synthe... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. If we wish to populate a virtual world with photorealistic materials, the last few years have offered a number of amazing techniques to do so. We can obtain such a material from a flash and no flash photograph pair of a target material and having... | [{"start": 0.0, "end": 4.5600000000000005, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.5600000000000005, "end": 9.56, "text": " If we wish to populate a virtual world with photorealistic materials, the last few years"}, {"start": 9.56, "end": 13.08, "text": " have o... |
Two Minute Papers | https://www.youtube.com/watch?v=F-00NhYUnH4 | This AI Learned How To Generate Human Appearance | Pick up cool perks on our Patreon page:
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The paper "A Variational U-Net for Conditional Appearance and Shape Generation" is available here:
https://compvis.github.io/vunet/
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› PayPal: ht... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. In this series, we often discuss that neural networks are extraordinarily useful for classification tasks. This means that if we give them an image, they can tell us what's on it, which is great for self-driving cars, image search, and a variety ... | [{"start": 0.0, "end": 4.84, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.84, "end": 10.8, "text": " In this series, we often discuss that neural networks are extraordinarily useful for classification"}, {"start": 10.8, "end": 11.8, "text": " tasks."}, {"start": 11.8... |
Two Minute Papers | https://www.youtube.com/watch?v=Bv3yat484aQ | Multilayer Light Simulations: More Beautiful Images, Faster | The paper "Position-Free Monte Carlo Simulation for Arbitrary Layered BSDFs" is available here:
https://shuangz.com/projects/layered-sa18/
My Rendering course at the TU Wien:
https://www.youtube.com/playlist?list=PLujxSBD-JXgnGmsn7gEyN28P1DnRZG7qi
More about the talk:
› Conference - https://ec.europa.eu/epsc/events/e... | Dear Fellow Scholars, this is Two Minute Papers with Karo Zsolnai-Fehir. Today, we are going to talk about the craft of simulating rays of light to create beautiful images, just like the ones you see here. And when I say simulating rays of light, I mean not a few, but millions and millions of light rays need to be com... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is Two Minute Papers with Karo Zsolnai-Fehir."}, {"start": 4.4, "end": 9.4, "text": " Today, we are going to talk about the craft of simulating rays of light to create beautiful"}, {"start": 9.4, "end": 11.92, "text": " images, just like the ones you see ... |
Two Minute Papers | https://www.youtube.com/watch?v=6IsIGp1IezE | Brain-to-Brain Communication is Coming! | The paper "BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains" is available here:
https://arxiv.org/abs/1809.08632
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We would like to thank our generous Patreon supporters who make Two Minute Papers ... | Dear Fellow Scholars, this is two-minute papers with Karojona Ifehir. This is an episode that doesn't have the usual visual fireworks and is expected to get fewer clicks, but it is an important story to tell and because of your support, we are able to cover a paper like this. So now, get this. This is a non-invasive b... | [{"start": 0.0, "end": 4.5200000000000005, "text": " Dear Fellow Scholars, this is two-minute papers with Karojona Ifehir."}, {"start": 4.5200000000000005, "end": 9.28, "text": " This is an episode that doesn't have the usual visual fireworks and is expected to get fewer"}, {"start": 9.28, "end": 14.32, "text": " click... |
Two Minute Papers | https://www.youtube.com/watch?v=kBFMsY5ZP0o | This AI Senses Humans Through Walls 👀 | Pick up cool perks on our Patreon page:
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› Ethereum: 0x002BB163DfE89B7aD0712846F1a1E53ba6136... | Dear Fellow Scholars, this is two-minute papers with Károly Zsolnai-Fehér. Pose estimation is an interesting area of research where we typically have a few images or video footage of humans and we automatically try to extract the pose a person was taking. In short, the input is one or more photo and the output is typi... | [{"start": 0.0, "end": 4.16, "text": " Dear Fellow Scholars, this is two-minute papers with K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.16, "end": 9.88, "text": " Pose estimation is an interesting area of research where we typically have a few images or video"}, {"start": 9.88, "end": 15.68, "text": " footage of hum... |
Two Minute Papers | https://www.youtube.com/watch?v=txHQoYKaSUk | This Robot Learned To Clean Up Clutter | The paper "Learning Synergies between Pushing and Grasping
with Self-supervised Deep Reinforcement Learning" is available here:
http://vpg.cs.princeton.edu/
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We would like to thank our generous Patreon supporters who make Two Minute Pap... | Dear Fellow Scholars, this is two-minute papers with Kato Ejona Ifehir. This robot was tasked to clean up this table. Normally, anyone who watches this series knows that would be no big deal for any modern learning algorithm. Just grab it, right? Well, not in this case, because Reason Number 1, several objects are tig... | [{"start": 0.0, "end": 4.4, "text": " Dear Fellow Scholars, this is two-minute papers with Kato Ejona Ifehir."}, {"start": 4.4, "end": 7.4, "text": " This robot was tasked to clean up this table."}, {"start": 7.4, "end": 12.46, "text": " Normally, anyone who watches this series knows that would be no big deal for any m... |
Two Minute Papers | https://www.youtube.com/watch?v=UkWnExEFADI | Neural Material Synthesis, This Time On Steroids | The paper "Single-Image SVBRDF Capture with a Rendering-Aware Deep Network" is available here:
https://team.inria.fr/graphdeco/fr/projects/deep-materials/
Recommended for you - Neural Material Synthesis: https://www.youtube.com/watch?v=XpwW3glj2T8
Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMin... | Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir. With this technique, we can take a photograph of a desired material and use a neural network to create a digital material model that matches it that we can use in computer games and animation movies. We can import real-world materials in our virt... | [{"start": 0.0, "end": 4.46, "text": " Dear Fellow Scholars, this is two-minute papers with Karo Zsolnai-Fehir."}, {"start": 4.46, "end": 10.14, "text": " With this technique, we can take a photograph of a desired material and use a neural network"}, {"start": 10.14, "end": 16.06, "text": " to create a digital material... |
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