Video ID string | Channel ID string | Title string | Time Created string | Time Published string | Duration string | Description string | Category string | Like Count float64 | Dislike Count float64 |
|---|---|---|---|---|---|---|---|---|---|
j3psNM5y-eA | UCv83tO5cePwHMt1952IVVHw | Implementing Filters in the New Haystack Doc Store | 2022-04-06 15:53:46 UTC | 2022-04-06 16:26:54 UTC | 1695 seconds | ๐ฅณ Released with Haystack v1.3! Install direct from PyPI with:
pip install 'farm-haystack[pinecone]'
Join me as I work through the final few PR issues on the latest Haystack document store, and figure out how Haystack's filter_utils work.
PR:
https://github.com/deepset-ai/haystack/pull/2254
๐ค 70% Discount on the ... | Science & Technology | 3 | 0 |
ok0SDdXdat8 | UCv83tO5cePwHMt1952IVVHw | Spotify's Podcast Search Explained | 2022-04-13 15:02:31 UTC | 2022-04-14 13:14:50 UTC | 2998 seconds | The market for podcasts has grown tremendously in recent years.
Driving the charge in podcast adoption is Spotify. In a few short years, they have become the undisputed leaders in podcasting. Despite only entering the game in 2018, by late 2021, Spotify had already usurped Apple, the long-reigning leader in podcasts, ... | Science & Technology | 58 | 1 |
gVAJ_l_S7uQ | UCv83tO5cePwHMt1952IVVHw | How to learn NLP for free | 2022-04-24 16:41:28 UTC | 2022-04-26 13:05:48 UTC | 1402 seconds | Knowing what to learn is one of the hardest parts about self-learning. Imagine being thrown into the wilderness and being told to find a specific landmark. Without a map you will end up wandering to wilderness with no better option than taking one step after another.
I spent a long time wandering step-by-step and even... | Science & Technology | 165 | 1 |
fb7LENb9eag | UCv83tO5cePwHMt1952IVVHw | BERTopic Explained | 2022-05-10 14:13:06 UTC | 2022-05-11 15:10:23 UTC | 2714 seconds | 90% of the world's data is unstructured. It is built by humans, for humans. That's great for human consumption, but it is *very* hard to organize when we begin dealing with the massive amounts of data abundant in today's information age.
Organization is complicated because unstructured text data is not intended to be ... | Science & Technology | 153 | 3 |
O9lrWt15wH8 | UCv83tO5cePwHMt1952IVVHw | Long Form Question Answering (LFQA) in Haystack | 2022-05-17 15:22:17 UTC | 2022-05-17 15:46:21 UTC | 2159 seconds | Question-Answering (QA) has exploded as a subdomain of Natural Language Processing (NLP) in the last few years. QA is a widely applicable use case in NLP yet was out of reach until the introduction of [transformer models](/learn/transformers/) in 2017.
Without transformer models, the level of language comprehension re... | Science & Technology | 55 | 1 |
uYas6ysyjgY | UCv83tO5cePwHMt1952IVVHw | New GPU-Acceleration for PyTorch on M1 Macs! + using with BERT | 2022-05-22 16:37:37 UTC | 2022-05-24 13:00:34 UTC | 1140 seconds | GPU-acceleration on Mac is finally here!
Today's deep learning models owe a great deal of their exponential performance gains to ever increasing model sizes. Those larger models require more computations to train and run.
These models are simply too big to be run on CPU hardware, which performs large step-by-step com... | Science & Technology | 115 | 3 |
FzLIIwiaXSU | UCv83tO5cePwHMt1952IVVHw | How to Build an AI-Powered Video Search App | 2022-06-01 12:37:21 UTC | 2022-06-01 16:29:43 UTC | 1343 seconds | Technology and culture have advanced and become ever more entangled. Some of the most significant technological breakthroughs are integrated so tightly into our culture that we never even notice theyโre there.
One of those is AI-powered search. It powers your Google results, Netflix recommendations, and ads you see ev... | Science & Technology | 58 | 0 |
xXsDIK9z_fg | UCv83tO5cePwHMt1952IVVHw | Using Semantic Search to Find GIFs | 2022-06-06 09:17:01 UTC | 2022-06-07 12:05:40 UTC | 1050 seconds | Vector search powers some of the most popular services in the world. It serves your Google results, delivers the best podcasts on Spotify, and accounts for at least 35% of consumer purchases on Amazon.
In this article, we will use vector search applied to language, called semantic search, to build a GIF search engine.... | Science & Technology | 20 | 1 |
_OAU1kQdmgE | UCv83tO5cePwHMt1952IVVHw | How to Learn Data Science | ML | Programming | 2022-06-15 10:37:57 UTC | 2022-06-15 13:11:47 UTC | 992 seconds | In this video I share five of the approaches/thoughts I have regarding learning, in particular for learning data science, machine learning, or programming.
๐ค 70% Discount on the NLP With Transformers in Python course:
https://bit.ly/3DFvvY5
๐ Subscribe for Article and Video Updates!
https://jamescalam.medium.com/su... | Education | 24 | 0 |
BD9TkvEsKwM | UCv83tO5cePwHMt1952IVVHw | Evaluation Measures for Search and Recommender Systems | 2022-06-25 14:35:27 UTC | 2022-06-28 15:06:40 UTC | 1885 seconds | In this video you will learn about popular offline metrics (evaluation measures) like Recall@K, Mean Reciprocal Rank (MRR), Mean Average Precision@K (MAP@K), and Normalized Discounted Cumulative Gain (NDCG@K). We will also demonstrate how each of these metrics can be replicated in Python.
Evaluation of information ret... | Science & Technology | 48 | 0 |
coaaSxys5so | UCv83tO5cePwHMt1952IVVHw | How to build next-level Q&A with OpenAI | 2022-07-06 19:48:54 UTC | 2022-07-07 13:24:35 UTC | 1168 seconds | Walkthrough of the OpenAI x Pinecone Q&A app I built for a webinar with OpenAI. This is the coolest Q&A app I've ever built thanks to Pinecone vector search and OpenAI's incredible embeddings and generation endpoints.
LINKS:
๐น App:
https://pinecone-io-playground-beyond-search-openaisrcserver-h65vzl.streamlitapp.com
๏ฟฝ... | Science & Technology | 36 | 0 |
I3na13AESjw | UCv83tO5cePwHMt1952IVVHw | How to use Color Histograms for Image Retrieval | 2022-07-11 07:01:31 UTC | 2022-07-13 16:22:08 UTC | 1864 seconds | Browsing, searching, and retrieving images has never been easy. Traditionally, many technologies relied on manually appending metadata to images and searching via this metadata. This approach works for datasets with high-quality annotation, but most datasets are too large for manual annotation.
That means any large im... | Science & Technology | 23 | 0 |
UzkdOg7wWmI | UCv83tO5cePwHMt1952IVVHw | ๐ค Hugging Face just released *Diffusers* - for models like DALL-E 2 and Imagen! | 2022-07-23 21:33:08 UTC | 2022-07-26 15:27:46 UTC | 934 seconds | Hugging Face of transformer fame have created a whole new Python library for diffusion models! Diffusion models are a key component of models like OpenAI's DALL-E-2, Google's Imagen, and Midjourney's image generation service. HuggingFace Diffusers brings these models to a new level of accessibility (and open source!).
... | Science & Technology | 61 | 0 |
szfG55juoJE | UCv83tO5cePwHMt1952IVVHw | How I work from anywhere | 2022-07-24 14:01:51 UTC | 2022-08-16 13:55:16 UTC | 767 seconds | Overview of how I deal with travel and work. Remote desk setup for staying as ergonomic and productive as possible, enjoy!
๐ Links to products (mostly affiliate):
Laptop stand: https://amzn.to/3bZqMHM
Second screen: https://amzn.to/3w6IT5B
Cable bag (international): https://amzn.to/3QBH7S7
... | Science & Technology | 32 | 1 |
jjQetJtQDS4 | UCv83tO5cePwHMt1952IVVHw | Bag of *Visual* Words for Image Classification and Retrieval | 2022-08-02 20:39:30 UTC | 2022-08-03 13:00:35 UTC | 3367 seconds | In computer vision, bag of visual words (BoVW) is one of the pre-deep learning models used for building image embeddings. Allowing us to retrieve images from a database that are similar to another "query" image, perform object detection, and image classification.
๐ฒ Pinecone article:
https://www.pinecone.io/learn/bag-... | Science & Technology | 33 | 0 |
989aKUVBfbk | UCv83tO5cePwHMt1952IVVHw | Fast intro to multi-modal ML with OpenAI's CLIP | 2022-08-11 06:17:14 UTC | 2022-08-11 13:03:08 UTC | 1374 seconds | OpenAI's CLIP is "multi-modal" model capable of understanding the relationships and concepts between both text and images. As we'll see, CLIP is very capable, and when used via the Hugging Face library, could not be easier to work with.
๐ Article:
https://towardsdatascience.com/quick-fire-guide-to-multi-modal-ml-wit... | Science & Technology | 31 | 0 |
c_u4AHNjOpk | UCv83tO5cePwHMt1952IVVHw | AlexNet and ImageNet Explained | 2022-08-23 22:13:25 UTC | 2022-08-24 13:00:22 UTC | 2180 seconds | Todayโs deep learning revolution traces back to the 30th of September, 2012. On this day, a Convolutional Neural Network (CNN) called AlexNet won the ImageNet 2012 challenge. AlexNet didnโt just win; it dominated.
AlexNet was unlike the other competitors. This new model demonstrated unparalleled performance on the lar... | Science & Technology | 20 | 0 |
pfwBut7E60Q | UCv83tO5cePwHMt1952IVVHw | Ultra-efficient Classifier Fine-tuning with Vector Search | 2022-08-31 00:32:14 UTC | 2022-08-31 13:00:26 UTC | 1932 seconds | Learn how to use vector search to create highly targeted training for any classification model using a final linear classification layer. Easily fine-tune models in 10 minutes with less than 100 labeled examples.
๐ฒ Pinecone article:
https://pinecone.io/learn/classifier-train-vector-search/
๐ค 70% Discount on the NLP... | Science & Technology | 49 | 0 |
-S20nblUuNw | UCv83tO5cePwHMt1952IVVHw | Hugging Face Datasets #1 - Hosting your datasets | 2022-09-09 12:52:32 UTC | 2022-09-09 14:18:34 UTC | 1382 seconds | Introduction to Hugging Face datasets, how it works, and how to host your own simple datasets (JSONL, TSV, CSV, etc) for free via Hugging Face Datasets Hub
Warp download:
https://app.warp.dev/referral/7G3N39
Git LFS Install:
Mac:
$ brew install git-lfs
Debian/Ubuntu:
$ curl -s https://packagecloud.io/install/reposito... | Science & Technology | 14 | 0 |
fGwH2YoQkDM | UCv83tO5cePwHMt1952IVVHw | CLIP Explained | Multi-modal ML | 2022-09-14 23:08:40 UTC | 2022-09-15 13:00:22 UTC | 2013 seconds | Language models (LMs) can not rely on language alone. That is the idea behind the "Experience Grounds Language" paper, that proposes a framework to measure LMs' current and future progress. A key idea is that, beyond a certain threshold LMs need other forms of data, such as visual input.
The next step beyond well-know... | Science & Technology | 50 | 1 |
ODdKC30dT8c | UCv83tO5cePwHMt1952IVVHw | Hugging Face Datasets #2 - Dataset Builder Scripts | 2022-09-23 14:06:51 UTC | 2022-09-23 14:45:22 UTC | 1404 seconds | How to work with dataset builder scripts, intro to the download manager, and Apache Arrow datatypes used in Hugging Face Datasets.
๐ค 70% Discount on the NLP With Transformers in Python course:
https://bit.ly/3DFvvY5
๐ Subscribe for Article and Video Updates!
https://jamescalam.medium.com/subscribe
https://medium.co... | Science & Technology | 13 | 0 |
98POYg2HZqQ | UCv83tO5cePwHMt1952IVVHw | Zero-Shot Image Classification with OpenAI's CLIP | 2022-10-04 05:29:02 UTC | 2022-10-05 14:00:03 UTC | 1303 seconds | State-of-the-art (SotA) computer vision (CV) models are characterized by a *restricted* understanding of the visual world specific to their training data [1].
These models can perform *very well* on specific tasks and datasets, but they do not generalize well. They cannot handle new classes or images beyond the domain... | Science & Technology | 10 | 0 |
efPrtcLdcdM | UCZHmQk67mSJgfCCTn7xBfew | This is the worst AI ever | null | 2022-06-03T15:25:58Z | null | gpt4chan #4chan #ai GPT-4chan was trained on over 3 years of posts from 4chan's "politically incorrect" (/pol/) board. (and no ... | null | null | null |
TrdevFK_am4 | UCZHmQk67mSJgfCCTn7xBfew | An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale (Paper Explained) | null | 2020-10-04T11:22:34Z | null | ai #research #transformers Transformers are Ruining Convolutions. This paper, under review at ICLR, shows that given enough ... | null | null | null |
6MUpWGeGMxs | UCZHmQk67mSJgfCCTn7xBfew | NeuralHash is BROKEN - How to evade Apple's detection & craft hash collisions (w/ Open Source Code) | null | 2021-08-19T14:03:52Z | null | apple #icloud #neuralhash Send your Apple fanboy friends to prison with this one simple trick ;) We break Apple's NeuralHash ... | null | null | null |
n622girLRNM | UCZHmQk67mSJgfCCTn7xBfew | [ML News] Microsoft combines Images & Text | Meta makes artificial skin | Russians replicate DALL-E | null | 2021-11-12T09:29:59Z | null | mlnews #turing #reskin The latest and greatest from the Machine Learning world OUTLINE: 0:00 - Intro 0:15 - Sponsor: Weights ... | null | null | null |
W3mrgqtm5R4 | UCZHmQk67mSJgfCCTn7xBfew | [ML News] BLOOM: 176B Open-Source | Chinese Brain-Scale Computer | Meta AI: No Language Left Behind | null | 2022-07-27T20:22:22Z | null | mlnews #bloom #ai Today we look at all the recent giant language models in the AI world! OUTLINE: 0:00 - Intro 0:55 - BLOOM: ... | null | null | null |
iDulhoQ2pro | UCZHmQk67mSJgfCCTn7xBfew | Attention Is All You Need | null | 2017-11-28T08:04:38Z | null | https://arxiv.org/abs/1706.03762 Abstract: The dominant sequence transduction models are based on complex recurrent or ... | null | null | null |
TrLrBL1U8z0 | UCZHmQk67mSJgfCCTn7xBfew | [ML News] GitHub Copilot - Copyright, GPL, Patents & more | Brickit LEGO app | Distill goes on break | null | 2021-07-08T12:14:37Z | null | copilot #copyright #gpl GitHub and OpenAI release Copilot, an AI-powered code autocomplete system that can generate entire ... | null | null | null |
P_xeshTnPZg | UCZHmQk67mSJgfCCTn7xBfew | Perceiver: General Perception with Iterative Attention (Google DeepMind Research Paper Explained) | null | 2021-03-22T17:26:39Z | null | perceiver #deepmind #transformer Inspired by the fact that biological creatures attend to multiple modalities at the same time, ... | null | null | null |
rl4nUngiR2k | UCZHmQk67mSJgfCCTn7xBfew | BLEURT: Learning Robust Metrics for Text Generation (Paper Explained) | null | 2020-06-07T14:11:39Z | null | Proper evaluation of text generation models, such as machine translation systems, requires expensive and slow human ... | null | null | null |
19Q-vMd9bYg | UCZHmQk67mSJgfCCTn7xBfew | Inconsistency in Conference Peer Review: Revisiting the 2014 NeurIPS Experiment (Paper Explained) | null | 2021-09-27T13:22:14Z | null | neurips #peerreview #nips The peer-review system at Machine Learning conferences has come under much criticism over the last ... | null | null | null |
rHQPBqMULXo | UCZHmQk67mSJgfCCTn7xBfew | Machine Learning PhD Survival Guide 2021 | Advice on Topic Selection, Papers, Conferences & more! | null | 2021-03-30T14:09:13Z | null | machinelearning #phd #howto This video is advice for new PhD students in the field of Machine Learning in 2021 and after. | null | null | null |
GWt6Fu05voI | UCZHmQk67mSJgfCCTn7xBfew | [Classic] Deep Residual Learning for Image Recognition (Paper Explained) | null | 2020-07-14T13:00:04Z | null | ai #research #resnet ResNets are one of the cornerstones of modern Computer Vision. Before their invention, people were not ... | null | null | null |
pH2jZun8MoY | UCZHmQk67mSJgfCCTn7xBfew | Involution: Inverting the Inherence of Convolution for Visual Recognition (Research Paper Explained) | null | 2021-05-08T10:17:15Z | null | involution #computervision #attention Convolutional Neural Networks (CNNs) have dominated computer vision for almost a ... | null | null | null |
mIZLGBD99iU | UCZHmQk67mSJgfCCTn7xBfew | Did Google's LaMDA chatbot just become sentient? | null | 2022-06-15T22:16:05Z | null | lamda #google #ai Google engineer Blake Lemoine was put on leave after releasing proprietary information: An interview with the ... | null | null | null |
RJwPN4qNi_Y | UCZHmQk67mSJgfCCTn7xBfew | [ML News] Google's 540B PaLM Language Model & OpenAI's DALL-E 2 Text-to-Image Revolution | null | 2022-04-10T09:08:24Z | null | mlnews #palm #dalle2 Google releases PaLM and OpenAI releases DALL-E 2 (and more news). Sponsor: Weights & BIases Start ... | null | null | null |
YQ2QtKcK2dA | UCZHmQk67mSJgfCCTn7xBfew | The Man behind Stable Diffusion | null | 2022-08-13T10:52:40Z | null | stablediffusion #ai #stabilityai An interview with Emad Mostaque, founder of Stability AI. OUTLINE: 0:00 - Intro 1:30 - What is ... | null | null | null |
CRlN-cYFxTk | UCZHmQk67mSJgfCCTn7xBfew | NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis (ML Research Paper Explained) | null | 2021-04-19T15:21:29Z | null | nerf #neuralrendering #deeplearning View Synthesis is a tricky problem, especially when only given a sparse set of images as an ... | null | null | null |
_Z9ZP1eiKsI | UCZHmQk67mSJgfCCTn7xBfew | Curiosity-driven Exploration by Self-supervised Prediction | null | 2018-03-18T12:07:52Z | null | https://arxiv.org/abs/1705.05363 Authors: Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, Trevor Darrell Abstract: In many ... | null | null | null |
a-VQfQqIMrE | UCZHmQk67mSJgfCCTn7xBfew | mixup: Beyond Empirical Risk Minimization (Paper Explained) | null | 2020-05-27T14:13:12Z | null | Neural Networks often draw hard boundaries in high-dimensional space, which makes them very brittle. Mixup is a technique that ... | null | null | null |
af6WPqvzjjk | UCZHmQk67mSJgfCCTn7xBfew | [ML News] Text-to-Image models are taking over! (Imagen, DALL-E 2, Midjourney, CogView 2 & more) | null | 2022-08-07T12:54:12Z | null | mlnews #dalle #imagen All things text-to-image models like DALL-E and Imagen! OUTLINE: 0:00 - Intro 0:30 - Imagen: Google's ... | null | null | null |
vLTmnaMpQCs | UCZHmQk67mSJgfCCTn7xBfew | Learning to summarize from human feedback (Paper Explained) | null | 2020-09-07T11:56:46Z | null | summarization #gpt3 #openai Text Summarization is a hard task, both in training and evaluation. Training is usually done ... | null | null | null |
We20YSAJZSE | UCZHmQk67mSJgfCCTn7xBfew | MuZero: Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model | null | 2019-11-21T12:23:05Z | null | MuZero harnesses the power of AlphaZero, but without relying on an accurate environment model. This opens up planning-based ... | null | null | null |
6dvcYx9hcbE | UCZHmQk67mSJgfCCTn7xBfew | Spurious normativity enhances learning of compliance and enforcement behavior in artificial agents | null | 2022-03-08T16:24:37Z | null | deepmind #rl #society This is an in-depth paper review, followed by an interview with the papers' authors! Society is ruled by ... | null | null | null |
PuOASKpiThY | UCZHmQk67mSJgfCCTn7xBfew | I'm taking a break | null | 2021-07-11T12:51:06Z | null | I'll be back, don't worry :) Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: ... | null | null | null |
OioFONrSETc | UCZHmQk67mSJgfCCTn7xBfew | Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift | null | 2019-02-02T15:16:38Z | null | https://arxiv.org/abs/1502.03167 Abstract: Training Deep Neural Networks is complicated by the fact that the distribution of each ... | null | null | null |
M2-BE5JotjA | UCZHmQk67mSJgfCCTn7xBfew | PAIR AI Explorables | Is the problem in the data? Examples on Fairness, Diversity, and Bias. | null | 2021-04-07T12:38:57Z | null | In the recurring debate about bias in Machine Learning models, there is a growing argument saying that "the problem is not in the ... | null | null | null |
7K4Z8RqjWIk | UCZHmQk67mSJgfCCTn7xBfew | MLP-Mixer: An all-MLP Architecture for Vision (Machine Learning Research Paper Explained) | null | 2021-05-06T11:53:49Z | null | mixer #google #imagenet Convolutional Neural Networks have dominated computer vision for nearly 10 years, and that might ... | null | null | null |
dND-7llwrpw | UCZHmQk67mSJgfCCTn7xBfew | Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained) | null | 2021-10-06T20:12:52Z | null | grokking #openai #deeplearning Grokking is a phenomenon when a neural network suddenly learns a pattern in the dataset and ... | null | null | null |
T35ba_VXkMY | UCZHmQk67mSJgfCCTn7xBfew | DETR: End-to-End Object Detection with Transformers (Paper Explained) | null | 2020-05-28T15:09:01Z | null | Object detection in images is a notoriously hard task! Objects can be of a wide variety of classes, can be numerous or absent, they ... | null | null | null |
_8KNb5iqblE | UCZHmQk67mSJgfCCTn7xBfew | Longformer: The Long-Document Transformer | null | 2020-04-20T14:07:56Z | null | The Longformer extends the Transformer by introducing sliding window attention and sparse global attention. This allows for the ... | null | null | null |
T9XSU0pKX2E | UCZHmQk67mSJgfCCTn7xBfew | OpenAI CLIP: ConnectingText and Images (Paper Explained) | null | 2021-01-12T14:52:03Z | null | ai #openai #technology Paper Title: Learning Transferable Visual Models From Natural Language Supervision CLIP trains on 400 ... | null | null | null |
h3ij3F3cPIk | UCZHmQk67mSJgfCCTn7xBfew | DINO: Emerging Properties in Self-Supervised Vision Transformers (Facebook AI Research Explained) | null | 2021-05-01T19:53:03Z | null | dino #facebook #selfsupervised Self-Supervised Learning is the final frontier in Representation Learning: Getting useful features ... | null | null | null |
dmH1ZpcROMk | UCZHmQk67mSJgfCCTn7xBfew | Reward Is Enough (Machine Learning Research Paper Explained) | null | 2021-05-31T13:27:21Z | null | reinforcementlearning #deepmind #agi What's the most promising path to creating Artificial General Intelligence (AGI)? This paper ... | null | null | null |
rFwQDDbYTm4 | UCZHmQk67mSJgfCCTn7xBfew | [Classic] Playing Atari with Deep Reinforcement Learning (Paper Explained) | null | 2020-07-26T13:00:23Z | null | ai #dqn #deepmind After the initial success of deep neural networks, especially convolutional neural networks on supervised ... | null | null | null |
aX8phGhG8VQ | UCZHmQk67mSJgfCCTn7xBfew | Does GPT-3 lie? - Misinformation and fear-mongering around the TruthfulQA dataset | null | 2021-09-21T13:43:28Z | null | gpt-3 #truth #conspiracy A new benchmark paper has created quite an uproar in the community. TruthfulQA is a dataset of 817 ... | null | null | null |
Elxn8rS88bI | UCZHmQk67mSJgfCCTn7xBfew | Pretrained Transformers as Universal Computation Engines (Machine Learning Research Paper Explained) | null | 2021-03-16T18:15:38Z | null | universalcomputation #pretrainedtransformers #finetuning Large-scale pre-training and subsequent fine-tuning is a common ... | null | null | null |
jltgNGt8Lpg | UCZHmQk67mSJgfCCTn7xBfew | Neural Ordinary Differential Equations | null | 2019-02-19T05:12:20Z | null | https://arxiv.org/abs/1806.07366 Abstract: We introduce a new family of deep neural network models. Instead of specifying a ... | null | null | null |
eYgPJ_7BkEw | UCZHmQk67mSJgfCCTn7xBfew | FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence | null | 2020-04-15T18:01:56Z | null | FixMatch is a simple, yet surprisingly effective approach to semi-supervised learning. It combines two previous methods in a ... | null | null | null |
DEh1GR0t29k | UCZHmQk67mSJgfCCTn7xBfew | Peer Review is still BROKEN! The NeurIPS 2021 Review Experiment (results are in) | null | 2021-11-25T18:26:52Z | null | neurips #peerreview #machinelearning A look at the results of the 2021 NeurIPS peer review experiment. | null | null | null |
hsOMCwvFv80 | UCZHmQk67mSJgfCCTn7xBfew | I'm out of Academia | null | 2021-05-04T13:25:48Z | null | machinelearning #ai #phd Done with my PhD in Machine Learning at ETH Zurich. On to new lands! Links: TabNine Code ... | null | null | null |
VgqHitvEbR0 | UCZHmQk67mSJgfCCTn7xBfew | [Rant] REVIEWER #2: How Peer Review is FAILING in Machine Learning | null | 2020-08-18T11:16:07Z | null | ai #research #peerreview Machine Learning research is in dire straits as more people flood into the field and competent reviewers ... | null | null | null |
kOy49NqZeqI | UCZHmQk67mSJgfCCTn7xBfew | IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures | null | 2019-11-01T13:08:17Z | null | Policy Gradient RL on a massively distributed scale with theoretical guarantees! Abstract: In this work we aim to solve a large ... | null | null | null |
xbxe-x6wvRw | UCZHmQk67mSJgfCCTn7xBfew | [ML News] Stable Diffusion Takes Over! (Open Source AI Art) | null | 2022-09-19T00:06:24Z | null | stablediffusion #aiart #mlnews Stable Diffusion has been released and is riding a wave of creativity and collaboration. But not ... | null | null | null |
0PAiQ1jTN5k | UCZHmQk67mSJgfCCTn7xBfew | How to make your CPU as fast as a GPU - Advances in Sparsity w/ Nir Shavit | null | 2022-09-17T12:19:00Z | null | ai #sparsity #gpu Sparsity is awesome, but only recently has it become possible to properly handle sparse models at good ... | null | null | null |
rNkHjZtH0RQ | UCZHmQk67mSJgfCCTn7xBfew | NFNets: High-Performance Large-Scale Image Recognition Without Normalization (ML Paper Explained) | null | 2021-02-14T16:51:10Z | null | nfnets #deepmind #machinelearning Batch Normalization is a core component of modern deep learning. It enables training at ... | null | null | null |
dWGjoInRaAs | UCZHmQk67mSJgfCCTn7xBfew | [ML News] DeepMind fails to get independence from Google | null | 2021-05-26T20:24:08Z | null | deepmind #google #mlnews DeepMind has reportedly failed to negotiate for greater independence from Google/Alphabet. | null | null | null |
iAR8LkkMMIM | UCZHmQk67mSJgfCCTn7xBfew | Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity | null | 2021-01-22T19:38:10Z | null | ai #technology #switchtransformer Scale is the next frontier for AI. Google Brain uses sparsity and hard routing to massively ... | null | null | null |
_9aN1-0T8hg | UCZHmQk67mSJgfCCTn7xBfew | [ML News] AI models that write code (Copilot, CodeWhisperer, Pangu-Coder, etc.) | null | 2022-08-10T20:55:14Z | null | mlnews #ai #copilot OUTLINE: 0:00 - Intro 0:20 - Copilot Now Generally Available 3:20 - FOSS Org leaves GitHub 6:45 - Google's ... | null | null | null |
pwSnC8jlh50 | UCZHmQk67mSJgfCCTn7xBfew | [ML News] Meta's OPT 175B language model | DALL-E Mega is training | TorToiSe TTS fakes my voice | null | 2022-05-10T12:54:25Z | null | mlnews #dalle #gpt3 An inside look of what's happening in the ML world! Sponsor: Weights & Biases https://wandb.me/yannic ... | null | null | null |
-9evrZnBorM | UCZHmQk67mSJgfCCTn7xBfew | BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding | null | 2019-01-30T08:51:15Z | null | https://arxiv.org/abs/1810.04805 Abstract: We introduce a new language representation model called BERT, which stands for ... | null | null | null |
awyuuJoHawo | UCZHmQk67mSJgfCCTn7xBfew | Dream to Control: Learning Behaviors by Latent Imagination | null | 2020-04-03T12:46:59Z | null | Dreamer is a new RL agent by DeepMind that learns a continuous control task through forward-imagination in latent space. | null | null | null |
FNDVy_BR8aA | UCZHmQk67mSJgfCCTn7xBfew | Can Wikipedia Help Offline Reinforcement Learning? (Author Interview) | null | 2022-02-28T15:24:13Z | null | wikipedia #reinforcementlearning #languagemodels Original paper review here: https://youtu.be/XHGh19Hbx48 Machel Reid and ... | null | null | null |
DEh1GR0t29k | UCZHmQk67mSJgfCCTn7xBfew | Peer Review is still BROKEN! The NeurIPS 2021 Review Experiment (results are in) | null | 2021-11-25T18:26:52Z | null | neurips #peerreview #machinelearning A look at the results of the 2021 NeurIPS peer review experiment. | null | null | null |
yPjuAo53uNI | UCZHmQk67mSJgfCCTn7xBfew | [Rant] The Male Only History of Deep Learning | null | 2020-04-22T11:58:28Z | null | This casting of our field in terms of ideological narrow-sighted group-think is disgusting. Keep Science about ideas! | null | null | null |
a4VvcmqnkhY | UCZHmQk67mSJgfCCTn7xBfew | What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study (Paper Explained) | null | 2020-08-20T09:46:35Z | null | ai #research #machinelearning Online Reinforcement Learning is a flourishing field with countless methods for practitioners to ... | null | null | null |
dPsXxLyqpfs | UCZHmQk67mSJgfCCTn7xBfew | World Models | null | 2018-04-07T13:36:31Z | null | Authors: David Ha, Jรผrgen Schmidhuber Abstract: We explore building generative neural network models of popular ... | null | null | null |
q6Kyvy1zLwQ | UCZHmQk67mSJgfCCTn7xBfew | BERTology Meets Biology: Interpreting Attention in Protein Language Models (Paper Explained) | null | 2020-07-02T13:27:53Z | null | Proteins are the workhorses of almost all cellular functions and a core component of life. But despite their versatility, all proteins ... | null | null | null |
iAR8LkkMMIM | UCZHmQk67mSJgfCCTn7xBfew | Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity | null | 2021-01-22T19:38:10Z | null | ai #technology #switchtransformer Scale is the next frontier for AI. Google Brain uses sparsity and hard routing to massively ... | null | null | null |
W3mrgqtm5R4 | UCZHmQk67mSJgfCCTn7xBfew | [ML News] BLOOM: 176B Open-Source | Chinese Brain-Scale Computer | Meta AI: No Language Left Behind | null | 2022-07-27T20:22:22Z | null | mlnews #bloom #ai Today we look at all the recent giant language models in the AI world! OUTLINE: 0:00 - Intro 0:55 - BLOOM: ... | null | null | null |
5skIqoO3ku0 | UCZHmQk67mSJgfCCTn7xBfew | OpenAI Embeddings (and Controversy?!) | null | 2022-02-07T20:10:42Z | null | mlnews #openai #embeddings COMMENTS DIRECTLY FROM THE AUTHOR (thanks a lot for reaching out Arvind :) ): 1. | null | null | null |
af6WPqvzjjk | UCZHmQk67mSJgfCCTn7xBfew | [ML News] Text-to-Image models are taking over! (Imagen, DALL-E 2, Midjourney, CogView 2 & more) | null | 2022-08-07T12:54:12Z | null | mlnews #dalle #imagen All things text-to-image models like DALL-E and Imagen! OUTLINE: 0:00 - Intro 0:30 - Imagen: Google's ... | null | null | null |
dND-7llwrpw | UCZHmQk67mSJgfCCTn7xBfew | Grokking: Generalization beyond Overfitting on small algorithmic datasets (Paper Explained) | null | 2021-10-06T20:12:52Z | null | grokking #openai #deeplearning Grokking is a phenomenon when a neural network suddenly learns a pattern in the dataset and ... | null | null | null |
FC-R4MlIqrc | UCZHmQk67mSJgfCCTn7xBfew | [ML News] Cedille French Language Model | YOU Search Engine | AI Finds Profitable MEME TOKENS | null | 2021-11-18T14:54:52Z | null | mlnews #cedille #wmt Only the greatest of news from the world of Machine Learning. OUTLINE: 0:00 - Sponsor: Weights & Biases ... | null | null | null |
56GW1IlWgMg | UCZHmQk67mSJgfCCTn7xBfew | Learning model-based planning from scratch | null | 2017-08-09T06:02:41Z | null | https://arxiv.org/abs/1707.06170 Abstract: Conventional wisdom holds that model-based planning is a powerful approach to ... | null | null | null |
T35ba_VXkMY | UCZHmQk67mSJgfCCTn7xBfew | DETR: End-to-End Object Detection with Transformers (Paper Explained) | null | 2020-05-28T15:09:01Z | null | Object detection in images is a notoriously hard task! Objects can be of a wide variety of classes, can be numerous or absent, they ... | null | null | null |
AJwnbSP_rq8 | UCZHmQk67mSJgfCCTn7xBfew | GPT-NeoX-20B - Open-Source huge language model by EleutherAI (Interview w/ co-founder Connor Leahy) | null | 2022-02-04T16:49:40Z | null | eleuther #gptneo #gptj EleutherAI announces GPT-NeoX-20B, a 20 billion parameter open-source language model, inspired by ... | null | null | null |
fvctpYph8Pc | UCZHmQk67mSJgfCCTn7xBfew | Do ImageNet Classifiers Generalize to ImageNet? (Paper Explained) | null | 2020-04-27T12:42:47Z | null | Has the world overfitted to ImageNet? What if we collect another dataset in exactly the same fashion? This paper gives a ... | null | null | null |
ZVVnvZdUMUk | UCZHmQk67mSJgfCCTn7xBfew | The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks | null | 2020-04-13T14:51:36Z | null | Stunning evidence for the hypothesis that neural networks work so well because their random initialization almost certainly ... | null | null | null |
rFwQDDbYTm4 | UCZHmQk67mSJgfCCTn7xBfew | [Classic] Playing Atari with Deep Reinforcement Learning (Paper Explained) | null | 2020-07-26T13:00:23Z | null | ai #dqn #deepmind After the initial success of deep neural networks, especially convolutional neural networks on supervised ... | null | null | null |
xnChXNUNS2A | UCZHmQk67mSJgfCCTn7xBfew | [ML News] This AI completes Wikipedia! Meta AI Sphere | Google Minerva | GPT-3 writes a paper | null | 2022-07-31T13:33:13Z | null | mlnews #ai #minerva This episode is all about models that reason. OUTLINE: 0:00 - Intro 0:35 - Meta AI learns Wikipedia citations ... | null | null | null |
ZfDZRX3WiJg | UCZHmQk67mSJgfCCTn7xBfew | VirTex: Learning Visual Representations from Textual Annotations (Paper Explained) | null | 2020-06-12T17:28:15Z | null | Pre-training a CNN backbone for visual transfer learning has recently seen a big push into the direction of incorporating more data ... | null | null | null |
CA8JPbJ75tY | UCZHmQk67mSJgfCCTn7xBfew | CornerNet: Detecting Objects as Paired Keypoints (Paper Explained) | null | 2020-06-05T13:31:46Z | null | Many object detectors focus on locating the center of the object they want to find. However, this leaves them with the secondary ... | null | null | null |
wTzvKB6D_34 | UCZHmQk67mSJgfCCTn7xBfew | How far can we scale up? Deep Learning's Diminishing Returns (Article Review) | null | 2021-10-02T14:24:54Z | null | deeplearning #co2 #cost Deep Learning has achieved impressive results in the last years, not least due to the massive increases ... | null | null | null |
pZyxlf6l0N8 | UCZHmQk67mSJgfCCTn7xBfew | Thinking While Moving: Deep Reinforcement Learning with Concurrent Control | null | 2020-04-23T13:26:07Z | null | Classic RL "stops" the world whenever the Agent computes a new action. This paper considers a more realistic scenario where ... | null | null | null |
hMO6rbMAPew | UCZHmQk67mSJgfCCTn7xBfew | Adversarial Examples Are Not Bugs, They Are Features | null | 2019-05-14T13:45:57Z | null | Abstract: Adversarial examples have attracted significant attention in machine learning, but the reasons for their existence and ... | null | null | null |
WknN4E-y44E | UCZHmQk67mSJgfCCTn7xBfew | Research Conference ICML drops their acceptance rate | Area Chairs instructed to be more picky | null | 2021-05-11T17:47:17Z | null | icml #machinelearning #conference In a controversial move, ICML Area Chairs were instructed to raise the bar on acceptance to ... | null | null | null |
rNkHjZtH0RQ | UCZHmQk67mSJgfCCTn7xBfew | NFNets: High-Performance Large-Scale Image Recognition Without Normalization (ML Paper Explained) | null | 2021-02-14T16:51:10Z | null | nfnets #deepmind #machinelearning Batch Normalization is a core component of modern deep learning. It enables training at ... | null | null | null |
o75ybZ-6Uu8 | UCZHmQk67mSJgfCCTn7xBfew | Dreamer v2: Mastering Atari with Discrete World Models (Machine Learning Research Paper Explained) | null | 2021-02-19T16:11:18Z | null | dreamer #deeprl #reinforcementlearning Model-Based Reinforcement Learning has been lagging behind Model-Free RL on Atari ... | null | null | null |
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