Kilcher Machine Learning

Machine Learning PhD Survival Guide 2021 | Advice on Topic Selection, Papers, Conferences & more!

48:30

Gradients are Not All You Need (Machine Learning Research Pape…

38.8K viewsNov 16, 2021

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40:40

Mamba: Linear-Time Sequence Modeling with Selective State Spa…

164.6K viewsDec 24, 2023

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27:07

Attention Is All You Need

750.8K viewsNov 28, 2017

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56:16

Flow Matching for Generative Modeling (Paper Explained)

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32:31

Titans: Learning to Memorize at Test Time (Paper Analysis)

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25:44

Batch Normalization: Accelerating Deep Network Training by Reduci…

27.5K viewsFeb 2, 2019

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54:59

Find in video from 04:50Short Recap of Reinforcement Learning

Dreamer v2: Mastering Atari with Discrete World Models (Machine L…

29.6K viewsFeb 19, 2021

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40:59

Find in video from 0:00Introduction to Benchmarking Deep Learning Optimizers

Descending through a Crowded Valley -- Benchmarking Deep Lear…

14K viewsOct 11, 2020

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33:56

NeRF: Representing Scenes as Neural Radiance Fields for View S…

190.8K viewsApr 19, 2021

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59:38

JEPA - A Path Towards Autonomous Machine Intelligenc…

75.7K viewsJul 6, 2022

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54:05

On the Biology of a Large Language Model (Part 1)

55.1K views9 months ago

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39:29

Concept Learning with Energy-Based Models (Paper Explained)

37.2K viewsMay 11, 2020

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57:00

xLSTM: Extended Long Short-Term Memory

44K viewsJun 1, 2024

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21:18

Turing-NLG, DeepSpeed and the ZeRO optimizer

20K viewsFeb 11, 2020

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43:04

Find in video from 0:00Introduction to Kernel Machines

Deep Networks Are Kernel Machines (Paper Explained)

62.6K viewsFeb 4, 2021

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40:10

[Paper Analysis] The Free Transformer (and some Variationa…

14.4K views2 months ago

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48:12

Nyströmformer: A Nyström-Based Algorithm for Approximating Self-…

17.4K viewsFeb 11, 2021

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1:09:00

[GRPO Explained] DeepSeekMath: Pushing the Limits of Mathematic…

164.8K views11 months ago

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47:51

Energy-Based Transformers are Scalable Learners and Thinkers (P…

29.4K views5 months ago

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36:15

Byte Latent Transformer: Patches Scale Better Than Tokens (Paper …

46.9K viewsDec 24, 2024

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44:05

Beyond A*: Better Planning with Transformers via Search Dynamic…

36.9K viewsApr 6, 2024

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39:13

DINO: Emerging Properties in Self-Supervised Vision Transformers (…

140.2K viewsMay 1, 2021

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40:13

BERT: Pre-training of Deep Bidirectional Transformers for Lan…

109.6K viewsJan 30, 2019

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29:29

Tree of Thoughts: Deliberate Problem Solving with Large Langu…

124.7K viewsMay 23, 2023

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56:49

Find in video from 04:08Offline Reinforcement Learning

Decision Transformer: Reinforcement Learning via Seque…

64.8K viewsJun 5, 2021

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53:02

Scaling LLM Test-Time Compute Optimally can be More Effective th…

30.4K viewsOct 5, 2024

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33:46

Find in video from 01:03Image Representation Learning

BYOL: Bootstrap Your Own Latent: A New Approach to Self-Supervise…

65.6K viewsJun 17, 2020

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37:01

TransformerFAM: Feedback attention is working memory

39.5K viewsApr 28, 2024

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29:53

TransGAN: Two Transformers Can Make One Strong GAN (Machine L…

34.2K viewsFeb 17, 2021

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