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string | Channel ID
string | Title
string | Time Created
string | Time Published
string | Duration
string | Description
string | Category
string | Like Count
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MgJ3JsE3Tqo | UCZHmQk67mSJgfCCTn7xBfew | Author Interview - VOS: Learning What You Don't Know by Virtual Outlier Synthesis | null | 2022-03-14T14:01:38Z | null | deeplearning #objectdetection #outliers An interview with the authors of "Virtual Outlier Synthesis". Watch the paper review video ... | null | null | null |
KXEEqcwXn8w | UCZHmQk67mSJgfCCTn7xBfew | A neurally plausible model learns successor representations in partially observable environments | null | 2019-11-07T10:15:19Z | null | Successor representations are a mid-point between model-based and model-free reinforcement learning. This paper learns ... | null | null | null |
tC01FRB0M7w | UCZHmQk67mSJgfCCTn7xBfew | Turing-NLG, DeepSpeed and the ZeRO optimizer | null | 2020-02-11T14:56:20Z | null | Microsoft has trained a 17-billion parameter language model that achieves state-of-the-art perplexity. This video takes a look at ... | null | null | null |
i4H0kjxrias | UCZHmQk67mSJgfCCTn7xBfew | Reformer: The Efficient Transformer | null | 2020-01-22T10:01:26Z | null | The Transformer for the masses! Reformer solves the biggest problem with the famous Transformer model: Its huge resource ... | 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 |
1aO-uHXbzmQ | UCZHmQk67mSJgfCCTn7xBfew | Jukebox: A Generative Model for Music (Paper Explained) | null | 2020-05-02T11:06:26Z | null | This generative model for music can make entire songs with remarkable quality and consistency. It can be conditioned on genre, ... | null | null | null |
a0f07M2uj_A | UCZHmQk67mSJgfCCTn7xBfew | Backpropagation and the brain | null | 2020-04-20T13:40:41Z | null | Geoffrey Hinton and his co-authors describe a biologically plausible variant of backpropagation and report evidence that such an ... | null | null | null |
RZ7JiAk9azY | UCZHmQk67mSJgfCCTn7xBfew | My GitHub (Trash code I wrote during PhD) | null | 2021-06-08T17:46:22Z | null | phdlife #github #researchcode A brief browse through my public GitHub and musings about my old code. | null | null | null |
l_3zj6HeWUE | UCZHmQk67mSJgfCCTn7xBfew | Group Normalization (Paper Explained) | null | 2020-05-12T14:05:56Z | null | The dirty little secret of Batch Normalization is its intrinsic dependence on the training batch size. Group Normalization attempts to ... | null | null | null |
oz5yZc9ULAc | UCZHmQk67mSJgfCCTn7xBfew | Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos (Paper Explained) | null | 2022-06-26T21:58:34Z | null | openai #vpt #minecraft Minecraft is one of the harder challenges any RL agent could face. Episodes are long, and the world is ... | null | null | null |
a6v92P0EbJc | UCZHmQk67mSJgfCCTn7xBfew | Neural Architecture Search without Training (Paper Explained) | null | 2020-07-21T13:00:01Z | null | ai #research #machinelearning Neural Architecture Search is typically very slow and resource-intensive. A meta-controller has to ... | 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 |
Nfry2b4RFI4 | UCZHmQk67mSJgfCCTn7xBfew | Investigating Human Priors for Playing Video Games (Paper & Demo) | null | 2020-05-20T13:52:49Z | null | Why are humans so good at video games? Maybe it's because a lot of games are designed with humans in mind. What happens if ... | null | null | null |
vVRC-0VKPrg | UCZHmQk67mSJgfCCTn7xBfew | Learning Rate Grafting: Transferability of Optimizer Tuning (Machine Learning Research Paper Review) | null | 2021-11-20T15:47:46Z | null | grafting #adam #sgd The last years in deep learning research have given rise to a plethora of different optimization algorithms, ... | null | null | null |
H5vpBCLo74U | UCZHmQk67mSJgfCCTn7xBfew | XLNet: Generalized Autoregressive Pretraining for Language Understanding | null | 2019-07-03T10:51:44Z | null | Abstract: With the capability of modeling bidirectional contexts, denoising autoencoding based pretraining like BERT achieves ... | null | null | null |
9Kec_7WFyp0 | UCZHmQk67mSJgfCCTn7xBfew | Growing Neural Cellular Automata | null | 2020-02-12T08:36:06Z | null | The Game of Life on steroids! This model learns to grow complex patterns in an entirely local way. Each cell is trained to listen to ... | 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 |
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 |
lqtlua-Ylts | UCZHmQk67mSJgfCCTn7xBfew | State-of-Art-Reviewing: A Radical Proposal to Improve Scientific Publication | null | 2020-04-01T13:10:40Z | null | Peer Review is outdated and ineffective. SOAR is a new and revolutionary way to distribute scientific reviewing and scale to the ... | null | null | null |
8Oy7o3Yu-Xo | UCZHmQk67mSJgfCCTn7xBfew | Efficient and Modular Implicit Differentiation (Machine Learning Research Paper Explained) | null | 2021-06-11T21:14:12Z | null | implicitfunction #jax #autodiff Many problems in Machine Learning involve loops of inner and outer optimization. Finding update ... | null | null | null |
smUHQndcmOY | UCZHmQk67mSJgfCCTn7xBfew | [ML News] DeepMind's Flamingo Image-Text model | Locked-Image Tuning | Jurassic X & MRKL | null | 2022-05-13T15:47:15Z | null | flamingo #mlnews #tech Your updates directly from the state of the art in Machine Learning! OUTLINE: 0:00 - Intro 0:30 ... | null | null | null |
agXIYMCICcc | UCZHmQk67mSJgfCCTn7xBfew | Imagination-Augmented Agents for Deep Reinforcement Learning | null | 2017-08-04T07:15:56Z | null | Commentary of https://arxiv.org/abs/1707.06203 Abstract We introduce Imagination-Augmented Agents (I2As), a novel ... | null | null | null |
dPsXxLyqpfs | UCZHmQk67mSJgfCCTn7xBfew | World Models | null | 2018-04-07T13:36:31Z | null | Authors: David Ha, Jürgen Schmidhuber Abstract: We explore building generative neural network models of popular ... | null | null | null |
n1SXlK5rhR8 | UCZHmQk67mSJgfCCTn7xBfew | [Drama] Yann LeCun against Twitter on Dataset Bias | null | 2020-06-22T13:20:42Z | null | Yann LeCun points out an instance of dataset bias and proposes a sensible solution. People are not happy about it. Original ... | null | null | null |
G2sr1g6rLdE | UCZHmQk67mSJgfCCTn7xBfew | Radioactive data: tracing through training (Paper Explained) | null | 2020-08-26T12:31:39Z | null | ai #research #privacy Data is the modern gold. Neural classifiers can improve their performance by training on more data, but ... | null | null | null |
Cs_j-oNwGgg | UCZHmQk67mSJgfCCTn7xBfew | Concept Learning with Energy-Based Models (Paper Explained) | null | 2020-05-11T13:59:56Z | null | This is a hard paper! Energy-functions are typically a mere afterthought in current machine learning. A core function of the Energy ... | null | null | null |
utuz7wBGjKM | UCZHmQk67mSJgfCCTn7xBfew | [News] OpenAI Model Generates Python Code | null | 2020-05-21T16:34:09Z | null | This code completion engine can write an entire function from just the name! OpenAI demonstrates what happens when you learn ... | null | null | null |
SY5PvZrJhLE | UCZHmQk67mSJgfCCTn7xBfew | GPT-3: Language Models are Few-Shot Learners (Paper Explained) | null | 2020-05-29T15:13:36Z | null | gpt3 #openai #gpt-3 How far can you go with ONLY language modeling? Can a large enough language model perform NLP task ... | null | null | null |
S-7r0-oysaU | UCZHmQk67mSJgfCCTn7xBfew | [ML News] OpenAI's Whisper | Meta Reads Brain Waves | AI Wins Art Fair, Annoys Humans | null | 2022-10-02T20:50:43Z | null | mlnews #openai #ai Everything important going on in the ML world right here! Sponsor: Paperspace ... | null | null | null |
rvr143crpuU | UCZHmQk67mSJgfCCTn7xBfew | Accelerating Deep Learning by Focusing on the Biggest Losers | null | 2019-10-07T12:35:36Z | null | What if you could reduce the time your network trains by only training on the hard examples? This paper proposes to select ... | null | null | null |
2v0xU2N1cdI | UCZHmQk67mSJgfCCTn7xBfew | IT ARRIVED! YouTube sent me a package. (also: Limited Time Merch Deal) | null | 2022-01-27T15:01:04Z | null | LIMITED TIME MERCH DEAL: http://store.ykilcher.com Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick ... | null | null | null |
sEG8hD64c_Q | UCZHmQk67mSJgfCCTn7xBfew | TUNIT: Rethinking the Truly Unsupervised Image-to-Image Translation (Paper Explained) | null | 2020-06-16T14:16:24Z | null | Image-to-Image translation usually requires corresponding samples or at least domain labels of the dataset. This paper removes ... | null | null | null |
8Oy7o3Yu-Xo | UCZHmQk67mSJgfCCTn7xBfew | Efficient and Modular Implicit Differentiation (Machine Learning Research Paper Explained) | null | 2021-06-11T21:14:12Z | null | implicitfunction #jax #autodiff Many problems in Machine Learning involve loops of inner and outer optimization. Finding update ... | null | null | null |
WVPE62Gk3EM | UCZHmQk67mSJgfCCTn7xBfew | Big Bird: Transformers for Longer Sequences (Paper Explained) | null | 2020-08-02T07:49:12Z | null | ai #nlp #attention The quadratic resource requirements of the attention mechanism are the main roadblock in scaling up ... | null | null | null |
Ru23eWAQ6_E | UCZHmQk67mSJgfCCTn7xBfew | Do As I Can, Not As I Say: Grounding Language in Robotic Affordances (SayCan - Paper Explained) | null | 2022-04-30T16:26:42Z | null | saycan #robots #ai Large Language Models are excellent at generating plausible plans in response to real-world problems, but ... | null | null | null |
VQoyypYTz2U | UCZHmQk67mSJgfCCTn7xBfew | All about AI Accelerators: GPU, TPU, Dataflow, Near-Memory, Optical, Neuromorphic & more (w/ Author) | null | 2022-02-20T16:48:36Z | null | ai #gpu #tpu This video is an interview with Adi Fuchs, author of a series called "AI Accelerators", and an expert in modern AI ... | 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 |
DdkenV-ZdJU | UCZHmQk67mSJgfCCTn7xBfew | The Weird and Wonderful World of AI Art (w/ Author Jack Morris) | null | 2022-04-04T13:13:08Z | null | aiart #deeplearning #clip Since the release of CLIP, the world of AI art has seen an unprecedented level of acceleration in what's ... | null | null | null |
qgUegkefocg | UCZHmQk67mSJgfCCTn7xBfew | Fastformer: Additive Attention Can Be All You Need (Machine Learning Research Paper Explained) | null | 2021-08-26T13:32:01Z | null | attention #transformer #fastformer Transformers have become the dominant model class in the last few years for large data, but ... | null | null | null |
waK7AD-AEyc | UCZHmQk67mSJgfCCTn7xBfew | NeurIPS 19 Poster Session | null | 2019-12-11T19:56:52Z | null | I'm at the poster session and the amount of people here is just crazy. | 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 |
tC01FRB0M7w | UCZHmQk67mSJgfCCTn7xBfew | Turing-NLG, DeepSpeed and the ZeRO optimizer | null | 2020-02-11T14:56:20Z | null | Microsoft has trained a 17-billion parameter language model that achieves state-of-the-art perplexity. This video takes a look at ... | null | null | null |
agXIYMCICcc | UCZHmQk67mSJgfCCTn7xBfew | Imagination-Augmented Agents for Deep Reinforcement Learning | null | 2017-08-04T07:15:56Z | null | Commentary of https://arxiv.org/abs/1707.06203 Abstract We introduce Imagination-Augmented Agents (I2As), a novel ... | null | null | null |
1aO-uHXbzmQ | UCZHmQk67mSJgfCCTn7xBfew | Jukebox: A Generative Model for Music (Paper Explained) | null | 2020-05-02T11:06:26Z | null | This generative model for music can make entire songs with remarkable quality and consistency. It can be conditioned on genre, ... | null | null | null |
B9PL__gVxLI | UCZHmQk67mSJgfCCTn7xBfew | DeepMind's AlphaFold 2 Explained! AI Breakthrough in Protein Folding! What we know (& what we don't) | null | 2020-12-01T15:31:42Z | null | deepmind #biology #ai This is Biology's AlexNet moment! DeepMind solves a 50-year old problem in Protein Folding Prediction. | null | null | null |
sbKaUc0tPaY | UCZHmQk67mSJgfCCTn7xBfew | The Odds are Odd: A Statistical Test for Detecting Adversarial Examples | null | 2019-02-20T05:12:21Z | null | https://arxiv.org/abs/1902.04818 Abstract: We investigate conditions under which test statistics exist that can reliably detect ... | null | null | null |
ahRPdiCop3E | UCZHmQk67mSJgfCCTn7xBfew | Deep Networks Are Kernel Machines (Paper Explained) | null | 2021-02-04T14:36:15Z | null | deeplearning #kernels #neuralnetworks Full Title: Every Model Learned by Gradient Descent Is Approximately a Kernel Machine ... | null | null | null |
Nq3auVtvd9Q | UCZHmQk67mSJgfCCTn7xBfew | [Classic] ImageNet Classification with Deep Convolutional Neural Networks (Paper Explained) | null | 2020-07-23T13:00:13Z | null | ai #research #alexnet AlexNet was the start of the deep learning revolution. Up until 2012, the best computer vision systems relied ... | null | null | null |
BTLCdge7uSQ | UCZHmQk67mSJgfCCTn7xBfew | AlphaStar: Grandmaster level in StarCraft II using multi-agent reinforcement learning | null | 2019-11-02T11:23:04Z | null | DeepMind's new agent to tackle yet another Esport: Starcraft II. This agent uses deep reinforcement learning with a new technique ... | null | null | null |
k1GOF2jmX7c | UCZHmQk67mSJgfCCTn7xBfew | Big Transfer (BiT): General Visual Representation Learning (Paper Explained) | null | 2020-05-09T13:28:25Z | null | One CNN to rule them all! BiT is a pre-trained ResNet that can be used as a starting point for any visual task. This paper explains ... | null | null | null |
DYBmD88vpiA | UCZHmQk67mSJgfCCTn7xBfew | Object-Centric Learning with Slot Attention (Paper Explained) | null | 2020-06-30T17:10:35Z | null | Visual scenes are often comprised of sets of independent objects. Yet, current vision models make no assumptions about the ... | null | null | null |
p-zOeQCoG9c | UCZHmQk67mSJgfCCTn7xBfew | Weight Standardization (Paper Explained) | null | 2020-05-15T14:11:14Z | null | It's common for neural networks to include data normalization such as BatchNorm or GroupNorm. This paper extends the ... | null | null | null |
g08NkNWmZTA | UCZHmQk67mSJgfCCTn7xBfew | XCiT: Cross-Covariance Image Transformers (Facebook AI Machine Learning Research Paper Explained) | null | 2021-06-23T12:25:53Z | null | xcit #transformer #attentionmechanism After dominating Natural Language Processing, Transformers have taken over Computer ... | 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 |
DiNzQP7kK-s | UCZHmQk67mSJgfCCTn7xBfew | Descending through a Crowded Valley -- Benchmarking Deep Learning Optimizers (Paper Explained) | null | 2020-10-11T12:46:39Z | null | ai #research #optimization Deep Learning famously gives rise to very complex, non-linear optimization problems that cannot be ... | null | null | null |
u1_qMdb0kYU | UCZHmQk67mSJgfCCTn7xBfew | GPT-2: Language Models are Unsupervised Multitask Learners | null | 2019-02-18T16:11:42Z | null | A look at OpenAI's new GPT-2 model and the surrounding controversy. https://blog.openai.com/better-language-models/ Abstract: ... | null | null | null |
gJR28onlqzs | UCZHmQk67mSJgfCCTn7xBfew | How much memory does Longformer use? | null | 2020-04-25T12:51:24Z | null | A calculation of the memory requirements of the Longformer. Original video: https://youtu.be/_8KNb5iqblE Paper: ... | null | null | null |
NAJOZTNkhlI | UCZHmQk67mSJgfCCTn7xBfew | Language Models are Open Knowledge Graphs (Paper Explained) | null | 2020-11-02T14:02:08Z | null | ai #research #nlp Knowledge Graphs are structured databases that capture real-world entities and their relations to each other. | null | null | null |
2h4tRsQzipQ | UCZHmQk67mSJgfCCTn7xBfew | Autoregressive Diffusion Models (Machine Learning Research Paper Explained) | null | 2021-11-10T13:24:24Z | null | machinelearning #ardm #generativemodels Diffusion models have made large advances in recent months as a new type of ... | null | null | null |
nXGHJTtFYRU | UCZHmQk67mSJgfCCTn7xBfew | Dynamic Routing Between Capsules | null | 2019-09-04T14:02:31Z | null | Geoff Hinton's next big idea! Capsule Networks are an alternative way of implementing neural networks by dividing each layer into ... | null | null | null |
NeGJAUSQEJI | UCZHmQk67mSJgfCCTn7xBfew | Improving Intrinsic Exploration with Language Abstractions (Machine Learning Paper Explained) | null | 2022-04-01T18:51:58Z | null | reinforcementlearning #ai #explained Exploration is one of the oldest challenges for Reinforcement Learning algorithms, with no ... | null | null | null |
U0mxx7AoNz0 | UCZHmQk67mSJgfCCTn7xBfew | Player of Games: All the games, one algorithm! (w/ author Martin Schmid) | null | 2022-01-02T12:34:43Z | null | playerofgames #deepmind #alphazero Special Guest: First author Martin Schmid (https://twitter.com/Lifrordi) Games have been ... | null | null | null |
MgJ3JsE3Tqo | UCZHmQk67mSJgfCCTn7xBfew | Author Interview - VOS: Learning What You Don't Know by Virtual Outlier Synthesis | null | 2022-03-14T14:01:38Z | null | deeplearning #objectdetection #outliers An interview with the authors of "Virtual Outlier Synthesis". Watch the paper review video ... | null | null | null |
IaS72aHrJKE | UCZHmQk67mSJgfCCTn7xBfew | Fourier Neural Operator for Parametric Partial Differential Equations (Paper Explained) | null | 2020-11-22T13:50:36Z | null | ai #research #engineering Numerical solvers for Partial Differential Equations are notoriously slow. They need to evolve their ... | null | null | null |
uwfVxckuq50 | UCZHmQk67mSJgfCCTn7xBfew | Why AI is Harder Than We Think (Machine Learning Research Paper Explained) | null | 2021-04-30T16:02:42Z | null | aiwinter #agi #embodiedcognition The AI community has gone through regular cycles of AI Springs, where rapid progress gave ... | null | null | null |
qS-iYnp00uc | UCZHmQk67mSJgfCCTn7xBfew | Parti - Scaling Autoregressive Models for Content-Rich Text-to-Image Generation (Paper Explained) | null | 2022-06-23T22:38:33Z | null | parti #ai #aiart Parti is a new autoregressive text-to-image model that shows just how much scale can achieve. This model's ... | null | null | null |
O_dJ31T01i8 | UCZHmQk67mSJgfCCTn7xBfew | Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments (Review) | null | 2022-03-18T12:14:08Z | null | multitasklearning #biology #neuralnetworks Catastrophic forgetting is a big problem in mutli-task and continual learning. | null | null | null |
rR5_emVeyBk | UCZHmQk67mSJgfCCTn7xBfew | AI made this music video | What happens when OpenAI's CLIP meets BigGAN? | null | 2021-05-18T14:47:54Z | null | artificialintelligence #musicvideo #clip I used OpenAI's CLIP model and BigGAN to create a music video that goes along with the ... | null | null | null |
hQEnzdLkPj4 | UCZHmQk67mSJgfCCTn7xBfew | Learning To Classify Images Without Labels (Paper Explained) | null | 2020-06-03T13:22:28Z | null | How do you learn labels without labels? How do you classify images when you don't know what to classify them into? This paper ... | null | null | null |
2ethDz9KnLk | UCZHmQk67mSJgfCCTn7xBfew | The hidden dangers of loading open-source AI models (ARBITRARY CODE EXPLOIT!) | null | 2022-09-02T20:16:53Z | null | huggingface #pickle #exploit Did you know that something as simple as loading a model can execute arbitrary code on your ... | null | null | null |
-YiMVR3HEuY | UCZHmQk67mSJgfCCTn7xBfew | Reinforcement Learning with Unsupervised Auxiliary Tasks | null | 2017-08-28T06:53:30Z | null | https://arxiv.org/abs/1611.05397 Abstract: Deep reinforcement learning agents have achieved state-of-the-art results by directly ... | null | null | null |
hg2Q_O5b9w4 | UCZHmQk67mSJgfCCTn7xBfew | CURL: Contrastive Unsupervised Representations for Reinforcement Learning | null | 2020-04-11T11:04:57Z | null | Contrastive Learning has been an established method in NLP and Image classification. The authors show that with relatively ... | null | null | null |
LfUsGv-ESbc | UCZHmQk67mSJgfCCTn7xBfew | [Code] How to use Facebook's DETR object detection algorithm in Python (Full Tutorial) | null | 2020-05-30T13:17:04Z | null | Watch my as I struggle my way up the glorious path of using the DETR object detection model in PyTorch. Original Video on ... | null | null | null |
xJrKIPwVwGM | UCZHmQk67mSJgfCCTn7xBfew | Rethinking Attention with Performers (Paper Explained) | null | 2020-10-26T16:57:35Z | null | ai #research #attention Transformers have huge memory and compute requirements because they construct an Attention matrix, ... | null | null | null |
j4xgkjWlfL4 | UCZHmQk67mSJgfCCTn7xBfew | OpenAI DALL·E: Creating Images from Text (Blog Post Explained) | null | 2021-01-06T13:49:24Z | null | openai #science #gpt3 OpenAI's newest model, DALL·E, shows absolutely amazing abilities in generating high-quality images ... | null | null | null |
Nfry2b4RFI4 | UCZHmQk67mSJgfCCTn7xBfew | Investigating Human Priors for Playing Video Games (Paper & Demo) | null | 2020-05-20T13:52:49Z | null | Why are humans so good at video games? Maybe it's because a lot of games are designed with humans in mind. What happens if ... | null | null | null |
pBau7umFhjQ | UCZHmQk67mSJgfCCTn7xBfew | Topographic VAEs learn Equivariant Capsules (Machine Learning Research Paper Explained) | null | 2021-09-20T20:01:59Z | null | tvae #topographic #equivariant Variational Autoencoders model the latent space as a set of independent Gaussian random ... | null | null | null |
NJCLUzkn-sA | UCZHmQk67mSJgfCCTn7xBfew | EfficientZero: Mastering Atari Games with Limited Data (Machine Learning Research Paper Explained) | null | 2021-11-03T15:54:39Z | null | efficientzero #muzero #atari Reinforcement Learning methods are notoriously data-hungry. Notably, MuZero learns a latent world ... | null | null | null |
hv3UO3G0Ofo | UCZHmQk67mSJgfCCTn7xBfew | Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation (Paper Explained) | null | 2020-08-28T13:06:20Z | null | ai #machinelearning #attention Convolutional Neural Networks have dominated image processing for the last decade, but ... | null | null | null |
hIoCn_9QTVU | UCZHmQk67mSJgfCCTn7xBfew | I COOKED A RECIPE MADE BY A.I. | Cooking with GPT-3 (Don't try this at home) | null | 2021-04-27T14:34:28Z | null | gpt3 #airecipe #cooking We went to the store and bought a set of completely random ingredients and had OpenAI's GPT-3 come ... | null | null | null |
yVKiMh2vEWQ | UCZHmQk67mSJgfCCTn7xBfew | [ML News] ConvNeXt: Convolutions return | China regulates algorithms | Saliency cropping examined | null | 2022-01-25T14:42:01Z | null | mlnews #convnext #mt3 Your update on what's new in the Machine Learning world! OUTLINE: 0:00 - Intro 0:15 - ConvNeXt: ... | null | null | null |
BhUWvQmLzSk | UCZHmQk67mSJgfCCTn7xBfew | ReBeL - Combining Deep Reinforcement Learning and Search for Imperfect-Information Games (Explained) | null | 2020-12-16T13:55:47Z | null | ai #technology #poker This paper does for Poker what AlphaZero has done for Chess & Go. The combination of Self-Play ... | null | null | null |
Ihg4XDWOy68 | UCZHmQk67mSJgfCCTn7xBfew | [ML News] De-Biasing GPT-3 | RL cracks chip design | NetHack challenge | Open-Source GPT-J | null | 2021-06-16T14:14:33Z | null | OUTLINE: 0:00 - Intro 0:30 - Google RL creates next-gen TPUs 2:15 - Facebook launches NetHack challenge 3:50 - OpenAI ... | null | null | null |
LMb5tvW-UoQ | UCZHmQk67mSJgfCCTn7xBfew | Discovering Symbolic Models from Deep Learning with Inductive Biases (Paper Explained) | null | 2020-06-25T14:09:09Z | null | Neural networks are very good at predicting systems' numerical outputs, but not very good at deriving the discrete symbolic ... | null | null | null |
RZ7JiAk9azY | UCZHmQk67mSJgfCCTn7xBfew | My GitHub (Trash code I wrote during PhD) | null | 2021-06-08T17:46:22Z | null | phdlife #github #researchcode A brief browse through my public GitHub and musings about my old code. | null | null | null |
-sNJd7bANTI | UCZHmQk67mSJgfCCTn7xBfew | [ML News] Roomba Avoids Poop | Textless NLP | TikTok Algorithm Secrets | New Schmidhuber Blog | null | 2021-09-16T15:33:23Z | null | schmidhuber #tiktok #roomba Your regularly irregular update on what's happening in the world of Machine Learning. OUTLINE: ... | null | null | null |
_c6A33Fg5Ns | UCZHmQk67mSJgfCCTn7xBfew | DeBERTa: Decoding-enhanced BERT with Disentangled Attention (Machine Learning Paper Explained) | null | 2021-02-25T17:26:39Z | null | deberta #bert #huggingface DeBERTa by Microsoft is the next iteration of BERT-style Self-Attention Transformer models, ... | null | null | null |
hHZSA9z_abE | UCZHmQk67mSJgfCCTn7xBfew | STOCHASTIC MEME DESCENT - Deep Learning Meme Review - Episode 2 (Part 2 of 2) | null | 2021-01-17T09:55:02Z | null | memes #science #ai Part 2 of Antonio and me examining the latest and greatest of deep learning memes. Music: Sunshower ... | null | null | null |
Ok44otx90D4 | UCZHmQk67mSJgfCCTn7xBfew | Feature Visualization & The OpenAI microscope | null | 2020-04-17T09:47:23Z | null | A closer look at the OpenAI microscope, a database of visualizations of the inner workings of ImageNet classifiers, along with an ... | null | null | null |
YBlNQK0Ao6g | UCZHmQk67mSJgfCCTn7xBfew | Image GPT: Generative Pretraining from Pixels (Paper Explained) | null | 2020-06-18T13:24:24Z | null | BERT and GPT-2/3 have shown the enormous power of using generative models as pre-training for classification tasks. However ... | null | null | null |
Uumd2zOOz60 | UCZHmQk67mSJgfCCTn7xBfew | How I Read a Paper: Facebook's DETR (Video Tutorial) | null | 2020-06-24T13:48:00Z | null | I retrace my first reading of Facebook AI's DETR paper and explain my process of understanding it. OUTLINE: 0:00 - Introduction ... | null | null | null |
xTzFJIknh7E | UCZHmQk67mSJgfCCTn7xBfew | TransCoder: Unsupervised Translation of Programming Languages (Paper Explained) | null | 2020-06-09T14:07:27Z | null | Code migration between languages is an expensive and laborious task. To translate from one language to the other, one needs to ... | null | null | null |
XjILIYVLFrI | UCZHmQk67mSJgfCCTn7xBfew | [ML Olds] Meta Research Supercluster | OpenAI GPT-Instruct | Google LaMDA | Drones fight Pigeons | null | 2022-02-23T14:52:29Z | null | mlnews #rsc #gpt3 Some things we've missed in recent weeks! OUTLINE: 0:00 - Intro & Overview 0:40 - Meta builds AI Research ... | null | null | null |
7DGlElSVYGo | UCZHmQk67mSJgfCCTn7xBfew | MEMES IS ALL YOU NEED - Deep Learning Meme Review - Episode 2 (Part 1 of 2) | null | 2020-12-24T23:18:43Z | null | memes #science #ai Antonio and I critique the creme de la creme of Deep Learning memes. Music: Sunshower - LATASHÁ ... | null | null | null |
qSArFEIoSbo | UCZHmQk67mSJgfCCTn7xBfew | RepNet: Counting Out Time - Class Agnostic Video Repetition Counting in the Wild (Paper Explained) | null | 2020-06-23T13:54:48Z | null | Counting repeated actions in a video is one of the easiest tasks for humans, yet remains incredibly hard for machines. RepNet ... | null | null | null |
vGFaiLeoLWw | UCZHmQk67mSJgfCCTn7xBfew | [ML News] GPT-3 learns to edit | Google Pathways | Make-A-Scene | CLIP meets GamePhysics | DouBlind | null | 2022-03-30T21:27:25Z | null | mlnews #gpt3 #pathways Your updates on the latest and greatest from the depths of Machine Learning! Sponsor: Weights ... | null | null | null |
3baFTP0uYOc | UCZHmQk67mSJgfCCTn7xBfew | Training more effective learned optimizers, and using them to train themselves (Paper Explained) | null | 2020-10-03T16:06:32Z | null | ai #research #optimization Optimization is still the domain of hand-crafted, simple algorithms. An ML engineer not only has to pick ... | null | null | null |
p3sAF3gVMMA | UCZHmQk67mSJgfCCTn7xBfew | Deep Learning for Symbolic Mathematics | null | 2020-02-24T16:55:45Z | null | This model solves integrals and ODEs by doing seq2seq! https://arxiv.org/abs/1912.01412 ... | null | null | null |
8l-TDqpoUQs | UCZHmQk67mSJgfCCTn7xBfew | SynFlow: Pruning neural networks without any data by iteratively conserving synaptic flow | null | 2020-06-14T13:48:08Z | null | The Lottery Ticket Hypothesis has shown that it's theoretically possible to prune a neural network at the beginning of training and ... | null | null | null |
-buULmf7dec | UCZHmQk67mSJgfCCTn7xBfew | Decision Transformer: Reinforcement Learning via Sequence Modeling (Research Paper Explained) | null | 2021-06-05T16:54:02Z | null | decisiontransformer #reinforcementlearning #transformer Proper credit assignment over long timespans is a fundamental problem ... | null | null | null |