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Two Minute Papers
https://www.youtube.com/watch?v=zDTUbtmUbG8
This AI Makes Celebrities Old…For a Price! 👵
❤️ Check out Fully Connected by Weights & Biases: https://wandb.me/papers 📝 The paper "Only a Matter of Style: Age Transformation Using a Style-based Regression Model" is available here: https://yuval-alaluf.github.io/SAM/ Demo: https://replicate.ai/yuval-alaluf/sam ▶️Our Twitter: https://twitter.com/twominutepaper...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Ejona Ifehir. Today, we are going to take a bunch of celebrities and imagine what they look like as tiny little babies. And then we will also make them old. And at the end of this video, I'll also step up to the plate and become a baby myself. So, what is t...
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Two Minute Papers
https://www.youtube.com/watch?v=8YOpFsZsR9w
Simulating A Virtual World…For A Thousand Years! 🤯
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Synthetic Silviculture: Multi-scale Modeling of Plant Ecosystems" is available here: https://storage.googleapis.com/pirk.io/projects/synthetic_silviculture/index.html 🙏 We would like to thank our generous Pa...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today we are going to simulate thousands of years of vegetation in a virtual world. And I am telling you, this paper is unbelievable. Now, normally, if we are building a virtual world, we don't really think about simulating a physics and biol...
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Two Minute Papers
https://www.youtube.com/watch?v=3wHbeq61Wn0
Man VS Machine: Who Plays Table Tennis Better? 🤖
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Optimal Stroke Learning with Policy Gradient Approach for Robotic Table Tennis" is available here: https://arxiv.org/abs/2109.03100 https://www.youtube.com/watch?v=SNnqtGLmX4Y ❤️ Watch these videos in early access on...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karojejona Ifeher. Today we are going to see if a robot can learn to play table tennis. Spoiler alert, the answer is yes, quite well in fact. That is surprising, but what is even more surprising is how quickly it learned to do that. Recently we have seen a growi...
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Two Minute Papers
https://www.youtube.com/watch?v=qeSoAbJoi7c
Can A Virtual Sponge Sink? 🧽
❤️ Check out Weights & Biases and say hi in their community forum here: https://wandb.me/paperforum 📝 The paper "Unified particle system for multiple-fluid flow and porous material" is available here: https://cronfa.swansea.ac.uk/Record/cronfa57521 https://dl.acm.org/doi/10.1145/3450626.3459764 Meet and discuss your...
Dear Fellow Scholars, this is two-minute papers with Dr. Karojola Ifehir. Today, we are going to not only simulate fluids, but even better, we are going to absorb them with sponge-like porous materials too. This paper does not have the usual super-high resolution results that you see with many other simulation papers....
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Two Minute Papers
https://www.youtube.com/watch?v=ReBeJcmIlnA
Virtual Reality Fluid Drawing Is Here! 🥛
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers 📝 The paper "Interactive Liquid Splash Modeling by User Sketches" is available here: https://web.cse.ohio-state.edu/~wang.3602/Yan-2020-ILS/Yan-2020-ILS.pdf https://web.cse.ohio-state.edu/~wang.3602/publications.html 📝My earlie...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karojona Ifehir. Today we are going to control the fate of liquids in virtual worlds. This footage is from one of my earlier papers where I attempted fluid control. This means that we are not only simulating the movement of a piece of fluid, but we wish to coerc...
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Two Minute Papers
https://www.youtube.com/watch?v=dZ_5TPWGPQI
New AI: Photos Go In, Reality Comes Out! 🌁
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "ADOP: Approximate Differentiable One-Pixel Point Rendering" is available here: https://arxiv.org/abs/2110.06635 ❤️ Watch these videos in early access on our Patreon page or join us here on YouTube: - https://www.pat...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Jolnai-Fehir. Today, we are going to take a collection of photos like these, and magically create a video where we can fly through these photos. How is this even possible? Especially that the input is only a handful of photos. Well, we give it to a learning...
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Two Minute Papers
https://www.youtube.com/watch?v=WCAF3PNEc_c
Google's Enhance AI - Super Resolution Is Here! 🔍
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Image Super-Resolution via Iterative Refinement " is available here: https://iterative-refinement.github.io/ https://github.com/Janspiry/Image-Super-Resolution-via-Iterative-Refinement 🙏 We would like to thank our g...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karojona Ifehir. Today we are going to grow people out of noise of all things. So, I hear you asking, what is going on here? Well, what this work performs is something that we call super-resolution. What is that? Simple, the enhanced thing. Have a look at this t...
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Two Minute Papers
https://www.youtube.com/watch?v=Y6ezNI0Idsc
Watch This Statue Grow Out Of Nothing! 🗽
❤️ Check out Cohere and sign up for free today: https://cohere.ai/papers 📝 The paper "Large Steps in Inverse Rendering of Geometry" is available here: https://rgl.epfl.ch/publications/Nicolet2021Large The code is available here: https://github.com/rgl-epfl/large-steps-pytorch 🙏 We would like to thank our generous ...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Carlos Zonai-Fehir. Today, we are going to learn how to take any shape in the real world, make a digital copy of it, and place it into our virtual world. These can be done through something that we call differentiable rendering. What is that? Well, simple, we ta...
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Two Minute Papers
https://www.youtube.com/watch?v=QR5MFQnZM3k
NVIDIA’s Stretchy Simulation: Super Quick! 🐘
❤️ Train a neural network and track your experiments with Weights & Biases here: http://wandb.me/paperintro 📝 The paper "A Constraint-based Formulation of Stable Neo-Hookean Materials" is available here: - Paper: https://mmacklin.com/neohookean.pdf - Online demo: https://matthias-research.github.io/pages/challenges/s...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zona Ifehir. Today, we are going to have a look at beautiful simulations from a quick paper. But wait, how can a research paper be quick? Well, it is quick for two key reasons. Reason number one, look at this complex soft body simulation. This is not a jump...
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Two Minute Papers
https://www.youtube.com/watch?v=Mrdkyv0yXxY
Is Simulating Tiny Cloth Wrinkles Possible? 👕
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "GPU-based Simulation of Cloth Wrinkles at Submillimeter Levels" is available here: https://web.cse.ohio-state.edu/~wang.3602/publications.html https://dl.acm.org/doi/abs/10.1145/3450626.3459787 🙏 We would like to th...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zonai-Fehir. Today we are going to create beautiful, virtual clothes and marvel at how quickly we can simulate them. And the kicker is that these simulations are able to create details that are so tiny they are smaller than a millimeter. And when I first sa...
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Two Minute Papers
https://www.youtube.com/watch?v=M2QJ9iyGQ48
Watch This Virtual Dinosaur Fall Into A Cactus! 🦖🌵
❤️ Check out the Gradient Dissent podcast by Weights & Biases: http://wandb.me/gd  📝 The paper "Medial IPC: accelerated incremental potential contact with medial elastics" is available here: https://yangzzzy.github.io/PDF/medial_IPC_SIG21.pdf https://dl.acm.org/doi/10.1145/3450626.3459753 🙏 We would like to thank o...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zona Ifehir. Today we are going to do this... and this... and this on a budget. Today, through the power of computer graphics research works, we can simulate all these amazing elastic interactions. If we are very patient, that is, because they take forever ...
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Two Minute Papers
https://www.youtube.com/watch?v=VMCYRCCqR5Q
This AI Learned Physics...But How Good Is It? ⚛
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "High-order Differentiable Autoencoder for Nonlinear Model Reduction" is available here: https://arxiv.org/abs/2102.11026 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers po...
Dear Fellow Scholars, this is Dominic Papers with Dr. Karo Zsolnai-Fehir. Today we are going to engage in the favorite pastimes of the computer graphics researcher, which is, well, this. And this. And believe it or not, all of this is simulated through a learning-based technique. Earlier, we marveled at a paper that s...
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Two Minute Papers
https://www.youtube.com/watch?v=U_VsRE0-SQE
Simulating 800,000 Metric Tons of Ice! 🤯
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "A glacier–ocean interaction model for tsunami genesis due to iceberg calving" is available here: https://www.nature.com/articles/s43247-021-00179-7 🙏 We would like to thank our generous Patreon supporters wh...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today we are going to see that some computer graphics simulation techniques are so accurate they can come out to the real world and even teach us something new. And it can do this too. And this too. Today, computer graphics research technique...
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Two Minute Papers
https://www.youtube.com/watch?v=BS2la3C-TYc
This Image Is Fine. Completely Fine. 🤖
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning" is available here: https://attentionneuron.github.io/ 🙏 We would like to thank our generous Patreon supporters w...
Dear Fellow Scholars, this is two minute papers with Dr. Karojona Ifehir. Today, we are going to find out whether a machine can really think like we humans think. The answer is yes, and no. Let me try to explain. Obviously, there are many differences between how we think, but first, let's try to argue for the similari...
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Two Minute Papers
https://www.youtube.com/watch?v=9L5NqNDZHjk
Finally, Beautiful Virtual Scenes…For Less! ☀️
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/latentspace/published-work/The-Science-of-Debugging-with-W-B-Reports--Vmlldzo4OTI3Ng 📝 The paper "DONeRF: Towards Real-Time Rendering of Compact Neural Radiance Fields ...
And dear fellow scholars, this is two minute papers with Dr. Karo Ejona Ifehir. Today we are going to see the incredible piece of progress in research works on making our photos come to life. How do we do that? Well, of course, through view synthesis. To be more exact, we do that through this amazing technique that is...
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Two Minute Papers
https://www.youtube.com/watch?v=ia-VBSF4KXA
This New Method Can Simulate a Vast Ocean! 🌊
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Ships, Splashes, and Waves on a Vast Ocean" is available here: http://computationalsciences.org/publications/huang-2021-vast-ocean.html 🙏 We would like to thank our generous Patreon supporters who make Two M...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today we are going to put a fluid simulation in another fluid simulation, and with that create beautiful videos like this one. But how? And more importantly, why? Well, let's take two fluid simulation techniques. One will be the fluid implici...
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Two Minute Papers
https://www.youtube.com/watch?v=IXqj4HqNbPE
3D Modeling This Toaster Just Became Easier!
❤️ Check out Fully Connected by Weights & Biases: https://wandb.me/papers 📝 The paper "DAG Amendment for Inverse Control of Parametric Shapes" is available here: https://perso.telecom-paristech.fr/boubek/papers/DAG_Amendment/ Check out Yannic Kilcher's channel here: https://www.youtube.com/c/YannicKilcher/videos �...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today we are going to build the best virtual toaster that you have ever seen. And it's going to be so easy that it hardly seems possible. All this technique asks for is our input geometry to be a collection of parametric shapes. I'll tell you...
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Two Minute Papers
https://www.youtube.com/watch?v=t33jvL7ftd4
This AI Learned Some Crazy Fighting Moves! 🥊
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Neural Animation Layering for Synthesizing Martial Arts Movements" is available here: https://github.com/sebastianstarke/AI4Animation/blob/master/Media/SIGGRAPH_2021/Paper.pdf https://github.com/sebastianstark...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Jona Ifehir. Today, we are going to see if a virtual AI character can learn or perhaps even invent these amazing signature moves. And this is a paper that was written by Sebastia Staka and his colleagues. He is a recurring scientist on this series, for inst...
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Two Minute Papers
https://www.youtube.com/watch?v=ZDItmrqfxwI
This AI Stuntman Just Keeps Getting Better! 🏃
❤️ Train a neural network and track your experiments with Weights & Biases here: http://wandb.me/paperintro 📝 The paper "Learning a family of motor skills from a single motion clip" is available here: http://mrl.snu.ac.kr/research/ProjectParameterizedMotion/ParameterizedMotion.html 🙏 We would like to thank our gene...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today we are going to see how an AI can learn crazy stunts from just one video clip. And if even that's not enough, it can do even more. This agent is embedded in a physics simulation and first it looks at a piece of reference motion like thi...
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Two Minute Papers
https://www.youtube.com/watch?v=ogL-2IClOug
NVIDIA’s New Technique: Beautiful Models For Less! 🌲
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Appearance-Driven Automatic 3D Model Simplification" is available here: https://research.nvidia.com/publication/2021-04_Appearance-Driven-Automatic-3D 📝 The differentiable material synthesis paper is available here:...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karojona Ifehir. Today we are going to see how crazy good MVD as new system is at simplifying virtual objects. These objects are used to create photorealistic footage for feature length movies, virtual worlds and more. But here comes the problem. Sometimes these...
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Two Minute Papers
https://www.youtube.com/watch?v=CfJ074h9K8s
The Tale Of The Unscrewable Bolt! 🔩
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/mathisfederico/wandb_features/reports/Visualizing-Confusion-Matrices-With-W-B--VmlldzoxMzE5ODk 📝 The paper "Intersection-free Rigid Body Dynamics" is available here: ht...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Ejona Ifaher. I have to say we haven't had a simulation paper in a while, so today's episode is going to be my way of medicating myself. You are more than welcome to watch the process. And this paper is about performing collision detection. You see, when we...
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Two Minute Papers
https://www.youtube.com/watch?v=rawsSOLNYE0
This AI Makes Digital Copies of Humans! 👤
❤️ Check out the Gradient Dissent podcast by Weights & Biases: http://wandb.me/gd  📝 The paper "The Relightables: Volumetric Performance Capture of Humans with Realistic Relighting" is available here: https://augmentedperception.github.io/therelightables/ 🙏 We would like to thank our generous Patreon supporters who...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zona Ifehir. Today we are going to look at a paper with two twists. You know what? I'll give you a twist number one right away. This human isn't here. This human isn't here either. And neither is this human here. Now you're probably asking Karo what are you...
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Two Minute Papers
https://www.youtube.com/watch?v=HnkVoOdTiSo
Can An AI Design A Good Game Level? 🤖
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/ayush-thakur/interpretability/reports/Interpretability-in-Deep-Learning-With-W-B-CAM-and-GradCAM--Vmlldzo5MTIyNw 📝 The paper "Adversarial Reinforcement Learning for Pro...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir, testing modern computer games by using an AI is getting more and more popular these days. This earlier work showcased how we can use an automated agent to test the integrity of the game by finding spots where we can get stuck. And when we fix...
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Two Minute Papers
https://www.youtube.com/watch?v=81rBzfbFLiE
OpenAI Codex: Your Robot Assistant! 🤖
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Evaluating Large Language Models Trained on Code" is available here: https://openai.com/blog/openai-codex/ Codex tweet/application links: Explaining code: https://twitter.com/CristiVlad25/status/1432017112885...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today we are going to see if an AI can become a good software engineer. Spoiler alert, the answer is yes, kind of. Let me explain. Just one year ago, scientists at OpenAI published a technique by the name GPT-3 and it is an AI that was unleas...
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Two Minute Papers
https://www.youtube.com/watch?v=6hkiTejoyms
Watch Tesla’s Self-Driving Car Learn In a Simulation! 🚘
❤️ Check out Fully Connected by Weights & Biases: https://wandb.me/papers 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksandr Mashrabov, Alex Haro, Andrew Melnychuk, Angelos Evripiotis, Benji Rabhan, Bryan Learn, Christian Ahlin, Eric Haddad, Eric Martel, Gordon Ch...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. Today, we are going to see how Tesla uses no less than a simulated game world to train their self-driving cars. And more. In their AI Day presentation video, they really put up a clinic of recent AI research results and how they apply them to...
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Two Minute Papers
https://www.youtube.com/watch?v=_9Bli4zCzZY
This AI Creates Virtual Fingers! 🤝
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "ManipNet: Neural Manipulation Synthesis with a Hand-Object Spatial Representation" is available here: https://github.com/cghezhang/ManipNet ❤️ Watch these videos in early access on our Patreon page or join us here on...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zona Ifehir. Today, we are going to see how we can use our hands, but not our fingers to mingle with objects in virtual worlds. The promise of virtual reality VR is indeed truly incredible. If one day it comes to fruition, doctors could be trained to perfor...
[{"start": 0.0, "end": 4.76, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zona Ifehir."}, {"start": 4.76, "end": 14.56, "text": " Today, we are going to see how we can use our hands, but not our fingers to mingle with objects in virtual worlds."}, {"start": 14.56, "end": 19.6, "text": " The p...
Two Minute Papers
https://www.youtube.com/watch?v=UrB-tqA8oeg
This AI Helps Making A Music Video! 💃
❤️ Train a neural network and track your experiments with Weights & Biases here: http://wandb.me/paperintro 📝 The paper Editable Free-Viewpoint Video using a Layered Neural Representation"" is available here: https://jiakai-zhang.github.io/st-nerf/ https://github.com/DarlingHang/st-nerf 🙏 We would like to thank our...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Jona Ifeher. Today we are going to make some crazy, synthetic music videos. In machine learning research, view synthesis papers are under eyes these days. These techniques are also referred to as Nerf variants, which is a learning based algorithm that tries...
[{"start": 0.0, "end": 5.0, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Jona Ifeher."}, {"start": 5.0, "end": 10.0, "text": " Today we are going to make some crazy, synthetic music videos."}, {"start": 10.0, "end": 15.0, "text": " In machine learning research, view synthesis papers are under...
Two Minute Papers
https://www.youtube.com/watch?v=SsJ_AusntiU
This AI Learned Boxing…With Serious Knockout Power! 🥊
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers ❤️ Watch these videos in early access on our Patreon page or join us here on YouTube: - https://www.patreon.com/TwoMinutePapers - https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/join 📝 The paper "Control Strateg...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Kato Jean-Eiffahir. Today we are going to see an AI learn boxing and even mimic gorillas during this process. Now, in an earlier work, we saw a few examples of AI agents playing two player sports. For instance, this is the You Shall Not Pass game where the red a...
[{"start": 0.0, "end": 5.0, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Kato Jean-Eiffahir."}, {"start": 5.0, "end": 14.0, "text": " Today we are going to see an AI learn boxing and even mimic gorillas during this process."}, {"start": 14.0, "end": 21.0, "text": " Now, in an earlier work, we saw ...
Two Minute Papers
https://www.youtube.com/watch?v=lCBSGOwV-_o
This Magical AI Cuts People Out Of Your Videos! ✂️
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned report is available here: https://wandb.ai/_scott/omnimatte/reports/Omnimatte-Associating-Objects-and-Their-Effects--Vmlldzo5MDQxNTc 📝 The paper "Omnimatte: Associating Objects and Their Effects in Video" is a...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today, we are going to see magical things that open up when we are able to automatically find the foreground and the background of a video. Let's see why that matters. This new technique leans on a previous method to find the boy and the dog....
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Two Minute Papers
https://www.youtube.com/watch?v=uuzow7TEQ1s
DeepMind’s AI Plays Catch…And So Much More! 🤖
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Open-Ended Learning Leads to Generally Capable Agents" is available here: https://deepmind.com/blog/article/generally-capable-agents-emerge-from-open-ended-play https://deepmind.com/research/publications/open-ended-le...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today, we are going to see how an AI can win a complex game that it has never seen before. Zero prior training on that game. Yes, really. Now, before that, for context, have a look at this related work from 2019, where scientists at OpenAI bu...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir."}, {"start": 4.8, "end": 12.0, "text": " Today, we are going to see how an AI can win a complex game that it has never seen before."}, {"start": 12.0, "end": 15.0, "text": " Zero prior training on that gam...
Two Minute Papers
https://www.youtube.com/watch?v=iZA9bl-t6J4
Virtual Bones Make Everything Better! 💪
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/jxmorris12/huggingface-demo/reports/A-Step-by-Step-Guide-to-Tracking-Hugging-Face-Model-Performance--VmlldzoxMDE2MTU 📝 The paper "Direct Delta Mush Skinning Compressio...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today, we are going to see that virtual bones make everything better. This new paper is about setting up bones and joints for our virtual characters to be able to compute deformations. Deformations are at the heart of computer animation, look...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir."}, {"start": 4.8, "end": 9.9, "text": " Today, we are going to see that virtual bones make everything better."}, {"start": 9.9, "end": 14.8, "text": " This new paper is about setting up bones and joints fo...
Two Minute Papers
https://www.youtube.com/watch?v=eQRZ7FUkwKo
Simulating Bursting Soap Bubbles! 🧼
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Thin-Film Smoothed Particle Hydrodynamics Fluid" is available here: https://arxiv.org/abs/2105.07656 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksandr Ma...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zonai-Fehir. Today, we are going to simulate these absolutely beautiful thin film structures. You see, computer graphics researchers have been writing physics simulation programs for decades now, and the pace of progress in this research area is absolutely ...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zonai-Fehir."}, {"start": 4.8, "end": 10.8, "text": " Today, we are going to simulate these absolutely beautiful thin film structures."}, {"start": 10.8, "end": 17.0, "text": " You see, computer graphics researchers have...
Two Minute Papers
https://www.youtube.com/watch?v=G00A1Fyr5ZQ
New AI Research Work Fixes Your Choppy Videos! 🎬
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Time Lens: Event-based Video Frame Interpolation" is available here: http://rpg.ifi.uzh.ch/TimeLens.html ❤️ Watch these videos in early access on our Patreon page or join us here on YouTube: - https://www.patreon.co...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today we are going to take a bad choppy video and make a beautiful, smooth and creamy footage out of it. With today's camera and graphics technology, we can create videos with 60 frames per second. Those are really smooth. I also make each of...
[{"start": 0.0, "end": 5.0, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir."}, {"start": 5.0, "end": 14.0, "text": " Today we are going to take a bad choppy video and make a beautiful, smooth and creamy footage out of it."}, {"start": 14.0, "end": 20.0, "text": " With today's came...
Two Minute Papers
https://www.youtube.com/watch?v=-4M-xoE6iH0
This AI Creates Dessert Photos...And More! 🍰
❤️ Check out Fully Connected by Weights & Biases: https://wandb.me/papers 📝 The paper "NeX: Real-time View Synthesis with Neural Basis Expansion " is available here: https://nex-mpi.github.io/ 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksandr Mashrabov, Alex Ha...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. Today, we are going to synthesize beautiful and photorealistic shiny objects. This amazing new technique is a nerve variant, which means that it is a learning-based algorithm that tries to reproduce real-world scenes from only a few views. It...
[{"start": 0.0, "end": 5.0, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir."}, {"start": 5.0, "end": 11.0, "text": " Today, we are going to synthesize beautiful and photorealistic shiny objects."}, {"start": 11.0, "end": 17.0, "text": " This amazing new technique is a nerve varian...
Two Minute Papers
https://www.youtube.com/watch?v=8qeCjeJTnvI
Is This Simulation Wrong? 👕
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Fast Linking Numbers for Topology Verification of Loopy Structures " is available here: https://graphics.stanford.edu/papers/fastlinkingnumbers/ ❤️ Watch these videos in early access on our Patreon page or join us he...
Dear Fellow Scholars, this is two-minute papers with Dr. Karojona Ifehir. We had a crazy simulation experiment in a previous episode that we called Ghosts and Chains. What is behind this interesting name? Here, you see Houdini's volume, the industry standard simulator for cloth and the number of other kinds of simulat...
[{"start": 0.0, "end": 5.04, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karojona Ifehir."}, {"start": 5.04, "end": 12.16, "text": " We had a crazy simulation experiment in a previous episode that we called Ghosts and Chains."}, {"start": 12.16, "end": 14.4, "text": " What is behind this interest...
Two Minute Papers
https://www.youtube.com/watch?v=_8ExhGic_Co
DeepMind’s Robot Inserts A USB Stick! 🤖
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/stacey/yolo-drive/reports/Bounding-Boxes-for-Object-Detection--Vmlldzo4Nzg4MQ 📝 The paper "Scaling data-driven robotics with reward sketching and batch reinforcement le...
Dear Fellow Scholars, this is two-minute papers with Dr. Karojona Ifehir. Two years ago, in 2019, scientists at OpenAI published an outstanding paper that showcased a robot arm that could dexterously manipulate a Rubik's cube. And how good were the results? Well, nothing short of spectacular. It could not only manipul...
[{"start": 0.0, "end": 4.72, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karojona Ifehir."}, {"start": 4.72, "end": 13.44, "text": " Two years ago, in 2019, scientists at OpenAI published an outstanding paper that showcased a robot arm"}, {"start": 13.44, "end": 16.4, "text": " that could dextero...
Two Minute Papers
https://www.youtube.com/watch?v=0zaGYLPj4Kk
NVIDIA’s Face Generator AI: This Is The Next Level! 👩‍🔬
❤️ Check out Fully Connected by Weights & Biases: https://wandb.me/papers 📝 The paper "Alias-Free GAN" is available here: https://nvlabs.github.io/alias-free-gan/ 📝 Our material synthesis paper is available here: https://users.cg.tuwien.ac.at/zsolnai/gfx/gaussian-material-synthesis/ 🙏 We would like to thank our ...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today, we will see how a small change to an already existing learning-based technique can result in a huge difference in its results. This is Stahlgantu, a technique that appeared in December 2019. It is a neural network-based learning algori...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir."}, {"start": 4.8, "end": 10.72, "text": " Today, we will see how a small change to an already existing learning-based technique"}, {"start": 10.72, "end": 14.16, "text": " can result in a huge difference i...
Two Minute Papers
https://www.youtube.com/watch?v=1F-WnarzkX8
Neural Materials Are Amazing! 🔮
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/stacey/xray/reports/X-Ray-Illumination--Vmlldzo4MzA5MQ 📝 The paper "NeuMIP: Multi-Resolution Neural Materials" is available here: https://cseweb.ucsd.edu/~viscomp/proje...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Ejorna Ifehir. This image is the result of a light simulation program created by research scientists. It looks absolutely beautiful, but the light simulation algorithm is only part of the recipe here. To create something like this, we also need a good artis...
[{"start": 0.0, "end": 5.0, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Ejorna Ifehir."}, {"start": 5.0, "end": 11.0, "text": " This image is the result of a light simulation program created by research scientists."}, {"start": 11.0, "end": 18.0, "text": " It looks absolutely beautiful, but ...
Two Minute Papers
https://www.youtube.com/watch?v=VqeNSZqiBzc
A Simulation That Looks Like Reality! 🤯
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Solid-Fluid Interaction with Surface-Tension-Dominant Contact" is available here: https://cs.dartmouth.edu/~bozhu/papers/surface_tension_sfi.pdf https://arxiv.org/abs/2105.08471 ❤️ Watch these videos in early...
Dear Fellow Scholars, this is 2 Minute Papers with Dr. Karajon A. Fahir. I am stunned by this no-graphics paper that promises to simulate 3 way coupling and enables beautiful surface tangent simulations like this and this and more. Yes, none of this is real footage. These are all simulated on a computer. I have seen q...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Dr. Karajon A. Fahir."}, {"start": 4.8, "end": 11.52, "text": " I am stunned by this no-graphics paper that promises to simulate 3 way coupling and enables"}, {"start": 11.52, "end": 20.92, "text": " beautiful surface tangent simul...
Two Minute Papers
https://www.youtube.com/watch?v=BpApq2EPDXE
This Magical AI Makes Your Photos Move! 🤳
❤️ Check out the Gradient Dissent podcast by Weights & Biases: http://wandb.me/gd  📝 The paper "Endless Loops: Detecting and Animating Periodic Patterns in Still Images" and the app are available here: https://pub.res.lightricks.com/endless-loops/ 🙏 We would like to thank our generous Patreon supporters who make Tw...
Dear Fellow Scholars, this is 2 Minute Papers with Dr. Karajol Naifahir. Look at this video of a moving escalator. Nothing too crazy going on, only the escalator is moving. And I am wondering, would it be possible to not record a video for this, just an image, and have one of these amazing learning-based algorithms an...
[{"start": 0.0, "end": 5.18, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Dr. Karajol Naifahir."}, {"start": 5.18, "end": 8.78, "text": " Look at this video of a moving escalator."}, {"start": 8.78, "end": 13.040000000000001, "text": " Nothing too crazy going on, only the escalator is moving."}, {"start...
Two Minute Papers
https://www.youtube.com/watch?v=Nz-X3cCeXVE
This AI Helps Testing The Games Of The Future! 🤖
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://colab.research.google.com/drive/1gKixa6hNUB8qrn1CfHirOfTEQm0qLCSS 📝 The paper "Improving Playtesting Coverage via Curiosity Driven Reinforcement Learning Agents" is available he...
Dear Fellow Scholars, this is two minute papers with Dr. Carlos Jona Ifehir. Have you ever got stuck in a video game? Or found a glitch that would prevent you from finishing it? As many of you know, most well-known computer games undergo a ton of playtesting, an important step that is supposed to unveil these issues. ...
[{"start": 0.0, "end": 5.2, "text": " Dear Fellow Scholars, this is two minute papers with Dr. Carlos Jona Ifehir."}, {"start": 5.2, "end": 7.84, "text": " Have you ever got stuck in a video game?"}, {"start": 7.84, "end": 11.36, "text": " Or found a glitch that would prevent you from finishing it?"}, {"start": 11.36, ...
Two Minute Papers
https://www.youtube.com/watch?v=jl0XCslxwB0
NVIDIA’s Minecraft AI: Feels Like Magic! 🌴 …Also, 1 Million Subs! 🥳
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Unsupervised 3D Neural Rendering of Minecraft Worlds" is available here: https://nvlabs.github.io/GANcraft/ ❤️ Watch these videos in early access on our Patreon page or join us here on YouTube: - https://www.patreon...
Dear Fellow Scholars, this is two-minute papers with Dr. Károly Zsolnai-Fehér. We just hit a million subscribers. I can hardly believe that so many of you fellow scholars are enjoying the papers. Thank you so much for all the love. In the previous episode, we explored an absolutely insane idea. The idea was to unleash...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. K\u00e1roly Zsolnai-Feh\u00e9r."}, {"start": 4.8, "end": 7.8, "text": " We just hit a million subscribers."}, {"start": 7.8, "end": 12.8, "text": " I can hardly believe that so many of you fellow scholars are enjoying the pap...
Two Minute Papers
https://www.youtube.com/watch?v=Lp4k4O_HEeQ
One Simulation Paper, Tons of Progress! 💇
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Revisiting Integration in the Material Point Method" is available here: http://yunfei.work/asflip/ 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksandr Mash...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Jone Fahir, through the power of computer graphics research, today we can write wondrous programs which can simulate all kinds of interactions in virtual worlds. These works are some of my favorites, and looking at the results one would think that these alg...
[{"start": 0.0, "end": 4.64, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karo Jone Fahir,"}, {"start": 4.64, "end": 10.32, "text": " through the power of computer graphics research, today we can write wondrous programs which can"}, {"start": 10.32, "end": 16.8, "text": " simulate all kinds of int...
Two Minute Papers
https://www.youtube.com/watch?v=7WgtK1C4hQg
Simulating The Olympics… On Mars! 🌗
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Discovering Diverse Athletic Jumping Strategies" is available here: https://arpspoof.github.io/project/jump/jump.html 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Ale...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today, it is possible to teach virtual characters to perform highly dynamic motions like a cartwheel or backflips. And not only that, but we can teach an AI to perform this differently from other characters to do it with style, if you will. B...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir."}, {"start": 4.8, "end": 13.6, "text": " Today, it is possible to teach virtual characters to perform highly dynamic motions like a cartwheel or backflips."}, {"start": 13.6, "end": 22.8, "text": " And not...
Two Minute Papers
https://www.youtube.com/watch?v=AGCH1GR7pPU
Burning Down an Entire Virtual Forest! 🌲🔥
❤️ Check out the Gradient Dissent podcast by Weights & Biases: http://wandb.me/gd  📝 The paper "Fire in Paradise: Mesoscale Simulation of Wildfires" is available here: http://computationalsciences.org/publications/haedrich-2021-wildfires.html 🙏 We would like to thank our generous Patreon supporters who make Two Min...
Dear Fellow Scholars, this is two minute papers with Dr. Karo Zsolnai-Fehir. In a previous episode, not so long ago, we burned down a virtual tree. This was possible through an amazing simulation paper from four years ago, where each leaf has its own individual mass and area. They burn individually, transfer heat to t...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is two minute papers with Dr. Karo Zsolnai-Fehir."}, {"start": 4.8, "end": 10.4, "text": " In a previous episode, not so long ago, we burned down a virtual tree."}, {"start": 10.4, "end": 15.4, "text": " This was possible through an amazing simulation pap...
Two Minute Papers
https://www.youtube.com/watch?v=2qqDwaZlkE0
Glitter Simulation, Now Faster Than Ever! ✨
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/getting-started/reports/Debug-Compare-Reproduce-Machine-Learning-Models--VmlldzoyNzY5MDk?utm_source=karoly 📝 The paper "Slope-Space Integrals for Specular Next Ev...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karojona Ifehr. I am a light transport researcher by trade and due to popular request, today I am delighted to show you these beautiful results from a research paper. This is a new light simulation technique that can create an image like this. This looks almost ...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karojona Ifehr."}, {"start": 4.8, "end": 11.200000000000001, "text": " I am a light transport researcher by trade and due to popular request, today I am delighted"}, {"start": 11.200000000000001, "end": 15.6, "text": " to sho...
Two Minute Papers
https://www.youtube.com/watch?v=SEsYo9L5lOo
Google’s New AI Puts Video Calls On Steroids! 💪
❤️ Check out Fully Connected by Weights & Biases: https://wandb.me/papers 📝 The paper "Total Relighting: Learning to Relight Portraits for Background Replacement" is available here: https://augmentedperception.github.io/total_relighting/ 🙏 We would like to thank our generous Patreon supporters who make Two Minute ...
Dear Fellow Scholars, this is two-minute papers with Dr. Karajona Ifehir, with the increased popularity of online meetings, telepresence applications, or on their eyes where we can talk to each other from afar. Today, let's see how these powerful, new neural network-based learning methods can be applied to them. It tu...
[{"start": 0.0, "end": 5.8, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karajona Ifehir, with the increased"}, {"start": 5.8, "end": 11.4, "text": " popularity of online meetings, telepresence applications, or on their eyes where we can"}, {"start": 11.4, "end": 13.4, "text": " talk to each other...
Two Minute Papers
https://www.youtube.com/watch?v=rSPwOeX46UA
This is Grammar For Robots. What? Why? 🤖
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "RoboGrammar: Graph Grammar for Terrain-Optimized Robot Design " is available here: https://people.csail.mit.edu/jiex/papers/robogrammar/index.html Breakdancing robot paper: http://moghs.csail.mit.edu/ Building gramm...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karajol Leifahir. Today we are going to generate robots with grammars. Wait a second, grammars of all things. What do grammars have to do with robots? Do we need to teach them grammar to speak correctly? No, no, of course not. To answer these questions, let's in...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Karajol Leifahir."}, {"start": 4.8, "end": 8.64, "text": " Today we are going to generate robots with grammars."}, {"start": 9.52, "end": 15.36, "text": " Wait a second, grammars of all things. What do grammars have to do wit...
Two Minute Papers
https://www.youtube.com/watch?v=vx7H7GrE5KA
Can An AI Heal This Image?👩‍⚕️
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/getting-started/reports/Debug-Compare-Reproduce-Machine-Learning-Models--VmlldzoyNzY5MDk?utm_source=karoly 📝 The paper "Self-Organising Textures" is available her...
Dear Fellow Scholars, this is two minute papers with Dr. Karajone Fahir. Today, we are going to play with a cellular automaton and fuse it together with the neural network. It will be quite an experience. But of course, first, what are these things anyway? You can imagine a cellular automaton as a small game where we ...
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Two Minute Papers
https://www.youtube.com/watch?v=22Sojtv4gbg
Intel's Video Game Looks Like Reality! 🌴
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Enhancing Photorealism Enhancement" is available here: https://isl-org.github.io/PhotorealismEnhancement/ 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksan...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. This paper is called Enhancing Photorealism Enhancement. Hmm, let's try to unpack what that exactly means. This means that we take video footage from a game, for instance GTA V, which is an action game where the city we can play in was modele...
[{"start": 0.0, "end": 4.88, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir."}, {"start": 4.88, "end": 9.6, "text": " This paper is called Enhancing Photorealism Enhancement."}, {"start": 9.6, "end": 14.0, "text": " Hmm, let's try to unpack what that exactly means."}, {"start": 14...
Two Minute Papers
https://www.youtube.com/watch?v=g7bEUB8aLvM
Can We Teach Physics To A DeepMind's AI? ⚛
❤️ Check out Fully Connected by Weights & Biases: https://wandb.me/papers 📝 The paper "Learning mesh-based simulation with Graph Networks" is available here: https://arxiv.org/abs/2010.03409 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksandr Mashrabov, Alex Haro...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karajona Ifeher. If you have been watching this series for a while, you know very well that I love learning algorithms and fluid simulations. But do you know what I like even better? Learning algorithms applied to fluid simulations, so I couldn't be happier with...
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Two Minute Papers
https://www.youtube.com/watch?v=LtyvS7NYonw
Beautiful Fluid Simulations...In Just 40 Seconds! 🤯
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/getting-started/reports/Visualize-Debug-Machine-Learning-Models--VmlldzoyNzY5MDk?utm_source=karoly#System-4 📝 The paper "Wave Curves: Simulating Lagrangian water ...
Dear Fellow Scholars, this is two minute papers with Dr. Karojejona Ifehid. Through the power of computer graphics research works, today it is possible to simulate honey coiling, water flow with debris, or to even get a neural network to look at these simulations and learn how to continue them. Now if we look under th...
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Two Minute Papers
https://www.youtube.com/watch?v=eksOgX3vacs
Meet Your Virtual AI Stuntman! 💪🤖
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills" is available here: https://xbpeng.github.io/projects/DeepMimic/index.html ❤️ Watch these videos in early access on our Patreon ...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. Today, we are going to look at a paper from three years ago, and not any kind of paper, but my kind of paper, which is in the intersection of machine learning, computer graphics, and physics simulations. This work zooms in on reproducing refe...
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Two Minute Papers
https://www.youtube.com/watch?v=x2zDrSgrlYQ
Beautiful Glitter Simulation…Faster Than Real Time! ✨
❤️ Check out the Gradient Dissent podcast by Weights & Biases: http://wandb.me/gd  📝 The paper "Procedural Physically based BRDF for Real-Time Rendering of Glints" is available here: http://igg.unistra.fr/People/chermain/real_time_glint/ 🙏 We would like to thank our generous Patreon supporters who make Two Minute P...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zonai-Fehir, this incredible paper promises procedural and physically-based rendering of glittering surfaces. Whoa! Okay, I am sold, provided that it does as well as advertised. We shall see about that. Oh goodness, the results look lovely. And now, while w...
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Two Minute Papers
https://www.youtube.com/watch?v=9RzCZZBjlxM
AI “Artist” Creates Near-Perfect Toonifications! 👩‍🎨
❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/getting-started/reports/Debug-Compare-Reproduce-Machine-Learning-Models--VmlldzoyNzY5MDk?utm_source=karoly 📝 The paper "ReStyle: A Residual-Based StyleGAN Encoder...
Dear Fellow Scholars, this is 2 Minute Paper Sir Dr. Carlos Jona Ifejir. Today we are going to generate human faces and even better we will keep them intact. You will see what that means in a moment. This new neural network based technique can dream up completely new images and more. However, this is not the first tec...
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Two Minute Papers
https://www.youtube.com/watch?v=3IFLVOaFAus
Can An AI Perform A Cartwheel? 🤸‍♂️
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Learning and Exploring Motor Skills with Spacetime Bounds" is available here: https://milkpku.github.io/project/spacetime.html ❤️ Watch these videos in early access on our Patreon page or join us here on YouTube: - ...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Jornai-Fehir. Today, we will see how this AIB technique can help our virtual characters not only learn new movements, but they will even perform them with style. Now, here you see a piece of reference motion. This is what we would like our virtual character...
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Two Minute Papers
https://www.youtube.com/watch?v=yc1WpkthV3g
This AI Made Me Look Like Obi-Wan Kenobi! 🧔
❤️ Check out Fully Connected by Weights & Biases: https://wandb.me/papers 📝 The paper "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" is available here: - https://arxiv.org/abs/2103.17249 - https://github.com/orpatashnik/StyleCLIP 🙏 We would like to thank our generous Patreon supporters who make Two Minu...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. Today's paper is about creating synthetic human faces and not only that, but it can also make me look like Obi-Wan Kenobi. You will see the rest of this footage in a few minutes. Now, of course, this is not the first paper to generate artific...
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Two Minute Papers
https://www.youtube.com/watch?v=iXqLTJFTUGc
AI Makes Near-Perfect DeepFakes in 40 Seconds! 👨
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Iterative Text-based Editing of Talking-heads Using Neural Retargeting" is available here: https://davidyao.me/projects/text2vid/ 🙏 We would like to thank our generous Patreon supporters who make Two Minute ...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zonai-Fahir. Imagine that you are a film critic and you are recording a video review of a movie, but unfortunately you are not the best kind of movie critic and you record it before watching the movie. But here is the problem, you don't really know if it's ...
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Two Minute Papers
https://www.youtube.com/watch?v=2jwVDRKKDME
Burning Down Virtual Trees... In Real Time! 🌲🔥
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/authors/adv-dl/reports/An-Introduction-to-Adversarial-Examples-in-Deep-Learning--VmlldzoyMTQwODM 📝 The paper "Interactive Wood Combustion for Botanical Tree Models"...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Carlos John A. Feher. Today we are going to burn some virtual trees. This is a fantastic computer graphics paper from four years ago. I ask you to hold onto your papers immediately and do not get surprised if it spontaneously lights on fire. Yes, this work is ab...
[{"start": 0.0, "end": 4.76, "text": " Dear Fellow Scholars, this is Two Minute Papers with Dr. Carlos John A. Feher."}, {"start": 4.76, "end": 7.88, "text": " Today we are going to burn some virtual trees."}, {"start": 7.88, "end": 12.32, "text": " This is a fantastic computer graphics paper from four years ago."}, {"...
Two Minute Papers
https://www.youtube.com/watch?v=gfMyGad1Gmc
5 Fiber-Like Tools That Can Now Be 3D-Printed!
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/authors/text-recognition-crnn-ctc/reports/Text-Recognition-With-CRNN-CTC-Network--VmlldzoxNTI5NDI 📝 The paper "Freely orientable microstructures for designing defor...
Dear Fellow Scholars, this is two-minute papers with Dr. Kato Zsolnai-Fehir. I would like to show you some results from the area of 3D printing, a topic which is, I think, a little overlooked and show you that works in this field are improving at an incredible pace. Now, a common theme among research papers in this ar...
[{"start": 0.0, "end": 4.64, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Kato Zsolnai-Fehir."}, {"start": 4.64, "end": 10.88, "text": " I would like to show you some results from the area of 3D printing, a topic which is, I think,"}, {"start": 10.88, "end": 16.88, "text": " a little overlooked an...
Two Minute Papers
https://www.youtube.com/watch?v=_4fL4jnC8xQ
Is Simulating Wet Papers Possible? 📃💧
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/authors/RayTune-dcgan/reports/Ray-Tune-Distributed-Hyperparameter-Optimization-at-Scale--VmlldzoyMDEwNDY 📝 The paper "A moving least square reproducing kernel parti...
Dear Fellow Scholars, this is two-minute papers with Dr. Kato Jornai-Fahir. Yes, you see it correctly, this is a paper, own paper. The paper paper, if you will. And today you will witness some amazing works in the domain of computer graphics and physics simulations. There is so much progress in this area. For instance...
[{"start": 0.0, "end": 4.68, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Kato Jornai-Fahir."}, {"start": 4.68, "end": 9.0, "text": " Yes, you see it correctly, this is a paper, own paper."}, {"start": 9.0, "end": 11.040000000000001, "text": " The paper paper, if you will."}, {"start": 11.04000000...
Two Minute Papers
https://www.youtube.com/watch?v=rzIiuGrOZAo
9 Years of Progress In Cloth Simulation! 🧶
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/carlolepelaars/numerai_tutorial/reports/Build-the-World-s-Open-Hedge-Fund-by-Modeling-the-Stock-Market--VmlldzoxODU0NTQ 📝 The paper "Homogenized Yarn-Level Cloth" i...
Dear Fellow Scholars, this is 2 Minute Papers with Dr. Károly Zsolnai-Fehér. This day is the perfect day to simulate the kinematics of yarn and cloth on our computers. As you just saw, this is not the usual intro that we use in every episode, so what could that be? Well, this is a simulation specifically made for us u...
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Two Minute Papers
https://www.youtube.com/watch?v=t7nO7MPcOGo
This AI Makes Beautiful Videos From Your Images! 🌊
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/authors/image-captioning/reports/Generate-Meaningful-Captions-for-Images-with-Attention-Models--VmlldzoxNzg0ODA 📝 The paper "Animating Pictures with Eulerian Motion...
Dear Fellow Scholars, this is two minute papers with Dr. Karo Jolai-Fehir. In June 2020, OpenAI published an incredible AI-based technique by the name ImageGPT. The problem here was simple to understand, but nearly impossible to actually do, so here goes, we give it an incomplete image, and we ask the AI to fill in th...
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Two Minute Papers
https://www.youtube.com/watch?v=adHjNqh5iGY
Can You Put All This In a Photo? 🤳
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/NSFF/reports/Overview-Neural-Scene-Flow-Fields-NSFF-for-Space-Time-View-Synthesis-of-Dynamic-Scenes--Vmlldzo1NzA1ODI 📝 The paper "OmniPhotos: Casual 360° VR P...
Dear Fellow Scholars, this is two minute papers with Dr. Kato Zsolnai-Fehir. Virtual Reality VR in short is maturing at a rapid pace and its promise is truly incredible. If one day it comes to fruition, doctors could be trained to perform surgery in a virtual environment, we could train pilots with better flight simul...
[{"start": 0.0, "end": 4.96, "text": " Dear Fellow Scholars, this is two minute papers with Dr. Kato Zsolnai-Fehir."}, {"start": 4.96, "end": 12.280000000000001, "text": " Virtual Reality VR in short is maturing at a rapid pace and its promise is truly incredible."}, {"start": 12.280000000000001, "end": 17.6, "text": "...
Two Minute Papers
https://www.youtube.com/watch?v=HNJPasJUGqs
Do Neural Networks Think Like Our Brain? OpenAI Answers! 🧠
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/gudgud96/big-sleep-test/reports/Image-Generation-Based-on-Abstract-Concepts-using-CLIP-BigGAN--Vmlldzo1MjA2MTE 📝 The paper "Multimodal Neurons in Artificial Neural ...
Dear Fellow Scholars, this is two Minute Dippers with Dr. Karojona Ifehir. Today we are going to cover many important questions in life. For instance, who is this? This is Hallibary. Now I'll show you this. Who is it? It is, of course, also Hallibary. And if I show you this piece of text, who does it refer to? Again, ...
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Two Minute Papers
https://www.youtube.com/watch?v=v5pOsQEOsyA
Finally, Video Stabilization That Works! 🤳
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "FuSta - Hybrid Neural Fusion for Full-frame Video Stabilization" is available here: - Paper https://alex04072000.github.io/FuSta/ - Code: https://github.com/alex04072000/FuSta - Colab: https://colab.research....
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today, we are going to talk about video stabilization. A typical application of this is when we record family memories and other cool events and sometimes the footage gets so shaky that we barely know what is going on. In these cases, video s...
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Two Minute Papers
https://www.youtube.com/watch?v=6SJ19OgHi4w
Soap Bubble Simulations Are Now Possible! 🧼
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "A Model for Soap Film Dynamics with Evolving Thickness" is available here: https://sadashigeishida.bitbucket.io/soapfilm_with_thickness/index.html ❤️ Watch these videos in early access on our Patreon page or join us ...
Dear Fellow Scholars, this is 2 Minute Papers with Dr. Karo Zonai-Fehir. Today, I will try to show you the incredible progress in computer graphics research through the lens of bubbles in computer simulations. Yes, bubbles indeed. Approximately a year ago, we covered a technique which could be used to add bubbles to a...
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Two Minute Papers
https://www.youtube.com/watch?v=4CYI6dt1ZNY
This AI Learned To Stop Time! ⏱
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Neural Scene Flow Fields for Space-Time View Synthesis of Dynamic Scenes" is available here: http://www.cs.cornell.edu/~zl548/NSFF/ ❤️ Watch these videos in early access on our Patreon page or join us here on YouTube...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Today we get to be a paper historian and witness the amazing progress in machine learning research together and learn what is new in the world of Nerf's. But first, what is a Nerf? In March of 2020, a paper appeared describing an incredible t...
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Two Minute Papers
https://www.youtube.com/watch?v=RUDWn_obddI
OpenAI Outperforms Some Humans In Article Summarization! 📜
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/openai/published-work/Learning-Dexterity-End-to-End--VmlldzoxMTUyMDQ 📝 The paper "Learning to Summarize with Human Feedback" is available here: https://openai.com/b...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karajor Naifahir. This paper will not have the visual fireworks that you see in many of our videos. Oftentimes you get ice cream for the eyes, but today you'll get an ice cream for the mind. And when I read this paper, I almost fell off the chair and I think thi...
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Two Minute Papers
https://www.youtube.com/watch?v=jjfDO2pWpys
DeepMind’s AI Watches YouTube and Learns To Play! ▶️🤖
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/latentspace/published-work/The-Science-of-Debugging-with-W-B-Reports--Vmlldzo4OTI3Ng 📝 The paper "Playing hard exploration games by watching YouTube" is available h...
Dear Fellow Scholars, this is two-minute papers with Dr. Karoji Zornaifahir, between 2013 and 2015 deep-mind worked on an incredible learning algorithm by the name Deep Reinforcement Learning. This technique locked at the pixels of the game, was given a controller and played much like a human wood with the exception t...
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Two Minute Papers
https://www.youtube.com/watch?v=bnm7skt2aYE
An AI That Makes Dog Photos - But How? 🐶
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/ayush-thakur/ada/reports/Train-Generative-Adversarial-Network-With-Limited-Data--Vmlldzo1NDYyMjA 📝 The paper "Training Generative Adversarial Networks with Limited ...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karajjona Ifahir. Today, we are going to explore a paper that improves on the incredible StarGam 2. What is that? StarGam 2 is a neural network-based learning algorithm that is not only capable of creating these eye-poppingly detailed images of human beings that...
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Two Minute Papers
https://www.youtube.com/watch?v=dVa1xRaHTA0
NVIDIA’s AI Puts Video Calls On Steroids! 💪
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/ayush-thakur/face-vid2vid/reports/Overview-of-One-Shot-Free-View-Neural-Talking-Head-Synthesis-for-Video-Conferencing--Vmlldzo1MzU4ODc 📝 The paper "One-Shot Free-Vi...
Dear Fellow Scholars, this is two-minute papers with Dr. Karajol Neifahir. This paper is really something else. Scientists at Nvidia came up with an absolutely insane idea for video conferencing. Their idea is not to do what everyone else is doing, which is transmitting our video to the person on the other end. No, no...
[{"start": 0.0, "end": 4.8, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karajol Neifahir."}, {"start": 4.8, "end": 7.5600000000000005, "text": " This paper is really something else."}, {"start": 7.5600000000000005, "end": 13.96, "text": " Scientists at Nvidia came up with an absolutely insane ide...
Two Minute Papers
https://www.youtube.com/watch?v=4etSuEQOzDw
All Hail The Adaptive Staggered Grid! 🌐🤯
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "An adaptive staggered-tilted grid for incompressible flow simulation" is available here: https://cs.nyu.edu/~sw4429/files/sa20-fluid.pdf https://dl.acm.org/doi/abs/10.1145/3414685.3417837 ❤️ Watch these videos in ear...
Dear Fellow Scholars, this is two minute papers with Dr. Karo Zsolnai-Fahir. Today, we are going to conquer some absolutely insane fluid and smoke simulations. A common property of these simulation programs is that they subdivide the simulation domain into a grid and they compute important quantities like velocity and...
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Two Minute Papers
https://www.youtube.com/watch?v=B8RMUSmIGCI
3 New Things An AI Can Do With Your Photos!
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/mathisfederico/wandb_features/reports/Visualizing-Confusion-Matrices-With-W-B--VmlldzoxMzE5ODk 📝 The paper "GANSpace: Discovering Interpretable GAN Controls" is ava...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. Here you see people that don't exist. How can that be? Well, they don't exist because these images were created with a neural network-based learning method by the name StarGam2, which can not only create eye-poppingly detailed looking images,...
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Two Minute Papers
https://www.youtube.com/watch?v=lxzGraohijU
5 Crazy Simulations That Were Previously Impossible! ⛓
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/ayush-thakur/interpretability/reports/Interpretability-in-Deep-Learning-With-W-B-CAM-and-GradCAM--Vmlldzo5MTIyNw 📝 The paper "Incremental Potential Contact: Interse...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karajona Ifaher. If we study the laws of physics and program them into a computer, we can create a beautiful simulation that showcases the process of baking. And if we so desire, when we are done, we can even tear a loaf of bread apart. With this previous method...
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Two Minute Papers
https://www.youtube.com/watch?v=I04zRq6UlIg
This Magnetic Simulation Took Nearly A Month! 🧲
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "A Level-Set Method for Magnetic Substance Simulation" is available here: https://binwangbfa.github.io/publication/sig20_ferrofluid/SIG20_FerroFluid.pdf https://starryuniv.cn/ http://vcl.pku.edu.cn/publication/2020/mag...
Dear Fellow Scholars, this is two-minute papers with Dr. Karojona Ifehid. Have a look at these beautiful, fair-fluid simulations from a previous paper. These are fluids that have magnetic properties and thus respond to an external magnetic field, and yes, you are seeing correctly they are able to even climb things. An...
[{"start": 0.0, "end": 5.0, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karojona Ifehid."}, {"start": 5.0, "end": 10.16, "text": " Have a look at these beautiful, fair-fluid simulations from a previous paper."}, {"start": 10.16, "end": 16.240000000000002, "text": " These are fluids that have magn...
Two Minute Papers
https://www.youtube.com/watch?v=9kllWAX9tHw
Differentiable Material Synthesis Is Amazing! ☀️
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "MATch: Differentiable Material Graphs for Procedural Material Capture" is available here: http://match.csail.mit.edu/ 📝 Our Photorealistic Material Editing paper is available here: https://users.cg.tuwien.ac...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Kato Jolene-Fehir. I am a light transport researcher by trade and I am very happy today because we have an absolutely amazing light transport paper we are going to enjoy today. As many of you know, we write these programs that you can run on your computer to sim...
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Two Minute Papers
https://www.youtube.com/watch?v=-Ny-p-CHNyM
Finally, Instant Monsters! 🐉
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/jxmorris12/huggingface-demo/reports/A-Step-by-Step-Guide-to-Tracking-Hugging-Face-Model-Performance--VmlldzoxMDE2MTU 📝 The paper "Monster Mash: A Single-View Approa...
Dear Fellow Scholars, this is 2 Minute Papers with Dr. Karo Jornai Fahir, if we wish to create an adorable virtual monster and animate it, we first have to engage in 3D modeling. Then, if we wish to make it move and make this movement believable, we have to specify where the bones and joints are located within the mod...
[{"start": 0.0, "end": 4.5600000000000005, "text": " Dear Fellow Scholars, this is 2 Minute Papers with Dr. Karo Jornai Fahir,"}, {"start": 4.5600000000000005, "end": 12.4, "text": " if we wish to create an adorable virtual monster and animate it, we first have to engage in 3D modeling."}, {"start": 12.4, "end": 17.12,...
Two Minute Papers
https://www.youtube.com/watch?v=2wcw_O_19XQ
This is What Abraham Lincoln May Have Looked Like! 🎩
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/instacolorization/reports/Overview-Instance-Aware-Image-Colorization---VmlldzoyOTk3MDI 📝 The paper "Time-Travel Rephotography" is available here: https://time...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karajjona Ifehir. Today we are going to travel in time. With the ascendancy of Neural Network Based Learning Techniques, this previous method enables us to take an old, old black and white movie that suffers from a lot of problems like missing data, flickering a...
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Two Minute Papers
https://www.youtube.com/watch?v=ZZ-kORb8grA
This AI Learn To Climb Crazy Terrains! 🤖
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper ALLSTEPS: Curriculum-driven Learning of Stepping Stone skills"" is available here: - https://www.cs.ubc.ca/~van/papers/2020-allsteps/index.html - https://github.com/belinghy/SteppingStone Meet and discuss your ideas w...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir in 2017 scientists at OpenAI published a paper where virtual humans learned to tackle each other in a sumo competition of sorts and found out how to rock a stable stance to block others from tackling them. This was a super interesting work bec...
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Two Minute Papers
https://www.youtube.com/watch?v=o7dqGcLDf0A
These Neural Networks Have Superpowers! 💪
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/ayush-thakur/taming-transformer/reports/-Overview-Taming-Transformers-for-High-Resolution-Image-Synthesis---Vmlldzo0NjEyMTY 📝 The paper "Taming Transformers for Hig...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Carter-Jorna Ifehid. I got so excited by the amazing results of this paper. I will try my best to explain why, and by the end of this video, there will be a comparison that blew me away, and I hope you will appreciate it too. With the rise of neural network-base...
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Two Minute Papers
https://www.youtube.com/watch?v=IUg-t609byg
Mind Reading For Brain-To-Text Communication! 🧠
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "High-performance brain-to-text communication via imagined handwriting" is available here: https://www.biorxiv.org/content/10.1101/2020.07.01.183384v1.full 📝 Our earlier video on Neuralink: https://www.youtube.com/wa...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. Today, we are going to read some minds. A few months ago, our first video appeared on brain-machine interfaces. It was about a paper from Neuralink, which promised a great deal. For instance, they proposed a brain-machine interface that could...
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Two Minute Papers
https://www.youtube.com/watch?v=MbZ0ld1ShFo
Perfect Virtual Hands - But At A Cost! 👐
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Constraining Dense Hand Surface Tracking with Elasticity" is available here: https://research.fb.com/publications/constraining-dense-hand-surface-tracking-with-elasticity/ 🙏 We would like to thank our genero...
Dear Fellow Scholars, this is two minute tapers with Dr. Káloj Zsolnai-Fehér. The promise of virtual reality VR is indeed truly incredible. If one day it comes to fruition, doctors could be trained to perform surgery in a virtual environment, we could train better pilots with better flight simulators, expose astronaut...
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Two Minute Papers
https://www.youtube.com/watch?v=JSNE_PIG1UQ
7 Years of Progress In Snow Simulation! ❄️
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "An Implicit Compressible SPH Solver for Snow Simulation" is available here: https://cg.informatik.uni-freiburg.de/publications/2020_SIGGRAPH_snow.pdf ❤️ Watch these videos in early access on our Patreon page or join ...
Dear Fellow Scholars, this is two minute papers with Dr. Kato Zsolnai-Fehir. Let's talk about snow simulations. Being able to simulate snow on our computers is not new. It's been possible for a few years now. For instance, this legendary Disney paper from 2013 was capable of performing that. So, why do researchers wri...
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Two Minute Papers
https://www.youtube.com/watch?v=mb6WJ34xQXg
This Neural Network Makes Virtual Humans Dance! 🕺
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/in-between/reports/-Overview-Robust-Motion-In-betweening---Vmlldzo0MzkzMzA 📝 The paper "Robust Motion In-betweening" is available here: - https://static-wordp...
Dear Fellow Scholars, this is two-minute papers with Dr. Karajon Aifahir. Most people think that if we have a piece of camera footage that is a little choppy, then there is nothing we can do with it, we better throw it away. Is that true? No, not at all. Earlier, we discussed two potential techniques to remedy this co...
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Two Minute Papers
https://www.youtube.com/watch?v=7O7W-_FKRMQ
Episode 500 - 8 Years Of Progress In Cloth Simulations! 👕
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/stacey/yolo-drive/reports/Bounding-Boxes-for-Object-Detection--Vmlldzo4Nzg4MQ 📝 The paper "Robust Eulerian-On-Lagrangian Rods" is available here: http://mslab.es/pr...
Dear Fellow Scholars, this is Two Minute Papers, episode number 500 with Dr. Karajol Nehfehir. And on this glorious day, we are going to simulate the kinematics of yarn and cloth on our computers. We will transition into today's paper in a moment, but for context, here is a wonderful work to show you what we were able...
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Two Minute Papers
https://www.youtube.com/watch?v=Aq93TSau8GE
This AI Learned To Create Dynamic Photos! 🌁
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their report on this paper is available here: https://wandb.ai/wandb/xfields/reports/-Overview-X-Fields-Implicit-Neural-View-Light-and-Time-Image-Interpolation--Vmlldzo0MTY0MzM 📝 The paper "X-Fields: Implicit Neural View-...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karajjola Ifeher. Approximately five months ago, we talked about a technique called Neural Radiance Fields or Nerf in short, where the input is the location of the camera and an image of what the camera sees. We take a few of those, give them to a neural network...
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Two Minute Papers
https://www.youtube.com/watch?v=2wrOHdvAiNc
All Duckies Shall Pass! 🐣
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Interlinked SPH Pressure Solvers for Strong Fluid-Rigid Coupling" is available here: https://cg.informatik.uni-freiburg.de/publications/2019_TOG_strongCoupling_v1.pdf 📸 Our Instagram page is available here: https://...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zonai-Fehir. In this paper, you will not only see an amazing technique for two-way coupled fluid solid simulations, but you will also see some of the most creative demonstrations of this new method I've seen in a while. But first things first, what is this ...
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Two Minute Papers
https://www.youtube.com/watch?v=nJ86LCA0Asw
Building A Liquid Labyrinth! 🌊
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The paper "Surface-Only Ferrofluids" is available here: http://computationalsciences.org/publications/huang-2020-ferrofluids.html You can follow this research group on Twitter too: https://twitter.com/csgKAUST 🙏 We wo...
Dear Fellow Scholars, this is two minute papers with Dr. Károly Zsolnai-Fehér. You are in for a real treat today, because today, once again, 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 magnet...
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Two Minute Papers
https://www.youtube.com/watch?v=C7D5EzkhT6A
OpenAI DALL-E: Fighter Jet For The Mind! ✈️
❤️ Check out Perceptilabs and sign up for a free demo here: https://www.perceptilabs.com/papers 📝 The blog post on "DALL-E: Creating Images from Text" is available here: https://openai.com/blog/dall-e/ Tweet sources: - Code completion: https://twitter.com/gdm3000/status/1151469462614368256 - Website layout: https://...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. In early 2019, a learning-based technique appeared that could perform common natural language processing operations, for instance, answering questions, completing text, reading comprehension, summarization, and more. This method was developed...
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Two Minute Papers
https://www.youtube.com/watch?v=9XM5-CJzrU0
Light Fields - Videos From The Future! 📸
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Immersive Light Field Video with a Layered Mesh Representation" is available here: https://augmentedperception.github.io/deepviewvideo/ ❤️ Watch these videos in early access on our Patreon page or join us here on You...
Dear Fellow Scholars, this is two-minute papers with Dr. Karajona Ifeher. Whenever we take a photo, we capture a piece of reality from one viewpoint. Or if we have multiple cameras on our smartphone, a few viewpoints at most. In an earlier episode, we explored how to upgrade these to 3D photos where we could kind of l...
[{"start": 0.0, "end": 4.98, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karajona Ifeher."}, {"start": 4.98, "end": 10.540000000000001, "text": " Whenever we take a photo, we capture a piece of reality from one viewpoint."}, {"start": 10.540000000000001, "end": 15.780000000000001, "text": " Or if...
Two Minute Papers
https://www.youtube.com/watch?v=IDMiMKWucaI
NERFIES: The Selfies of The Future! 🤳
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/stacey/xray/reports/X-Ray-Illumination--Vmlldzo4MzA5MQ 📝 The paper "Deformable Neural Radiance Fields" is available here: https://nerfies.github.io/ 🙏 We would li...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Károly Zsolnai-Fehér. Today, we are going to get a taste of how insanely quick progress is in machine learning research. In March of 2020, a paper appeared that goes by the name Neural Radiance Fields, Nerf in short. With this technique, we could take a bunch of...
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Two Minute Papers
https://www.youtube.com/watch?v=Lt4Z5oOAeEY
This AI Gave Elon Musk A Majestic Beard! 🧔
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/getting-started/reports/Debug-Compare-Reproduce-Machine-Learning-Models--VmlldzoyNzY5MDk?utm_source=karoly 📝 The paper "StyleFlow: Attribute-conditioned Explo...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. Here you see people that don't exist. They don't exist because these images were created with a neural network-based learning method by the name Staggan2, which can not only create eye-poppingly detailed looking images, but it can also fuse t...
[{"start": 0.0, "end": 4.48, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir."}, {"start": 4.48, "end": 7.44, "text": " Here you see people that don't exist."}, {"start": 7.44, "end": 12.48, "text": " They don't exist because these images were created with a neural network-based le...
Two Minute Papers
https://www.youtube.com/watch?v=tiO43nJKGJY
Is Simulating Jelly And Bunnies Possible? 🐰
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/getting-started/reports/Debug-Compare-Reproduce-Machine-Learning-Models--VmlldzoyNzY5MDk?utm_source=karoly 📝 The paper "Monolith: A Monolithic Pressure-Viscos...
Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir. This new paper fixes many common problems when it comes to two-way coupling in fluid simulations. And of course, the first question is, what is two-way coupling? It means that here the boxes are allowed to move the smoke and the added two-way...
[{"start": 0.0, "end": 4.46, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karo Zsolnai-Fehir."}, {"start": 4.46, "end": 11.200000000000001, "text": " This new paper fixes many common problems when it comes to two-way coupling in fluid simulations."}, {"start": 11.200000000000001, "end": 15.4, "tex...
Two Minute Papers
https://www.youtube.com/watch?v=JmVQJg-glYA
Painting the Mona Lisa...With Triangles! 📐
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Differentiable Vector Graphics Rasterization for Editing and Learning" is available here: - https://people.csail.mit.edu/tzumao/diffvg/ - https://people.csail.mit.edu/tzumao/diffvg/supplementary_webpage/ The mention...
Dear Fellow Scholars, this is two-minute papers with Dr. Karaj Zonai-Fehir. What you see here is a bunch of vector images. Vector images are not like most images that you see on the internet. Those are RESTR images. Those are like photos and are made of pixels. While vector images are not made of pixels, they are made...
[{"start": 0.0, "end": 4.48, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karaj Zonai-Fehir."}, {"start": 4.48, "end": 7.28, "text": " What you see here is a bunch of vector images."}, {"start": 7.28, "end": 11.6, "text": " Vector images are not like most images that you see on the internet."}, {"...
Two Minute Papers
https://www.youtube.com/watch?v=Sr2ga3BBMTc
Can An AI Design Our Tax Policy? 💰📊
❤️ Check out Perceptilabs and sign up for a free demo here: https://perceptilabs.com/papers 📝 The paper "The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies" is available here: https://blog.einstein.ai/the-ai-economist/ 🙏 We would like to thank our generous Patreon supporters who make ...
Dear Fellow Scholars, this is two minute papers with Dr. Karajon A. Feher. We hear many opinions every day on how text policy should change, what we should do, and how it would affect us. But of course, whenever we change something, we have to be mindful of its ramifications. Experimenting with text policies willy-nil...
[{"start": 0.0, "end": 4.6000000000000005, "text": " Dear Fellow Scholars, this is two minute papers with Dr. Karajon A. Feher."}, {"start": 4.6000000000000005, "end": 12.3, "text": " We hear many opinions every day on how text policy should change, what we should do, and how it would affect us."}, {"start": 12.3, "end...
Two Minute Papers
https://www.youtube.com/watch?v=BjkgyKEQbSM
What Is 3D Photography? 🎑
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/authors/One-Shot-3D-Photography/reports/Paper-Summary-One-Shot-3D-Photography--VmlldzozNjE2MjQ 📝 The paper "One Shot 3D Photography" is available here: https://face...
Dear Fellow Scholars, this is two minute papers with Dr. Karajjola Efehir. This is a standard color photo made with a smartphone. Hence, it contains only a two-dere presentation of the world, and when we look at it, our brain is able to reconstruct the 3D information from it. And I wonder, would it be possible for an ...
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Two Minute Papers
https://www.youtube.com/watch?v=s8Nm_ytwO6w
Soft Body Wiggles And Jiggles…Effortlessly! 🐘
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/getting-started/reports/Debug-Compare-Reproduce-Machine-Learning-Models--VmlldzoyNzY5MDk?utm_source=karoly 📝 The paper "Complementary Dynamics" is available h...
Dear Fellow Scholars, this is 2 Minute Papers with Dr. Karajon Aifahir. I hope you like Wiggles and Jiggles, because today we are going to see a lot of them. You see, this technique promises to imbue a rigged animation with elastoplastic secondary effects. Now, if you tell this to a computer graphics researcher, they ...
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Two Minute Papers
https://www.youtube.com/watch?v=K940MNp7V8M
Simulating Honey And Hot Showers For Bunnies! 🍯🐰
❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/wandb/getting-started/reports/Visualize-Debug-Machine-Learning-Models--VmlldzoyNzY5MDk?utm_source=karoly#System-4 📝 The paper "An Adaptive Variational Finite Differ...
Dear Fellow Scholars, this is Two Minute Papers with Dr. Karo Zsolnai-Fehir. Feast your eyes upon this simulation from our previous episode that showcases a high viscosity material that is honey. The fact that honey is viscous means that it is a material that is highly resistant against deformation. In simpler words, ...
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Two Minute Papers
https://www.youtube.com/watch?v=fPrxiRceAac
These Are Pixels Made of Wood! 🌲🧩
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper "Computational Parquetry: Fabricated Style Transfer with Wood Pixels" is available here: https://light.informatik.uni-bonn.de/computational-parquetry-fabricated-style-transfer-with-wood-pixels/ ❤️ Watch these videos in...
Dear Fellow Scholars, this is two-minute papers with Dr. Karajona Ifahid. Everybody loves style transfer. This is a task typically done with neural networks where we have two images, one for content and one for style, and the output is the content image reimagined with this new style. The cool thing is that the style ...
[{"start": 0.0, "end": 4.72, "text": " Dear Fellow Scholars, this is two-minute papers with Dr. Karajona Ifahid."}, {"start": 4.72, "end": 7.2, "text": " Everybody loves style transfer."}, {"start": 7.2, "end": 11.68, "text": " This is a task typically done with neural networks where we have two images,"}, {"start": 11...