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 |
|---|---|---|---|---|---|---|---|---|---|
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 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.