Kilcher Machine Learning

Tree of Thoughts: Deliberate Problem Solving with Large Language Models (Full Paper Review)

27:07

Attention Is All You Need

753.9K viewsNov 28, 2017

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40:40

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

168.1K viewsDec 24, 2023

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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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56:16

Flow Matching for Generative Modeling (Paper Explained)

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

38.8K viewsNov 16, 2021

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

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37:31

Big Self-Supervised Models are Strong Semi-Supervised Learners …

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16:27

Machine Learning PhD Survival Guide 2021 | Advice on Topic Sele…

87.2K viewsMar 30, 2021

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28:23

TokenFormer: Rethinking Transformer Scaling with Tokeniz…

18.3K viewsNov 23, 2024

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49:12

Find in video from 02:10Example of Shortcut Learning with Stars and Moons

Shortcut Learning in Deep Neural Networks

10.6K viewsApr 18, 2020

YouTubeYannic Kilcher

57:00

xLSTM: Extended Long Short-Term Memory

44K viewsJun 1, 2024

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Find in video from 01:03Image Representation Learning

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

64.7K viewsJun 17, 2020

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29:47

Grokking: Generalization beyond Overfitting on small algorithmic d…

81.1K viewsOct 6, 2021

YouTubeYannic Kilcher

21:18

Turing-NLG, DeepSpeed and the ZeRO optimizer

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

19.6K views1 month ago

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

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

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

166.5K views1 year ago

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Deep Networks Are Kernel Machines (Paper Explained)

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YouTubeYannic Kilcher

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JEPA - A Path Towards Autonomous Machine Intelligenc…

84.5K viewsJul 6, 2022

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Find in video from 04:08Offline Reinforcement Learning

Decision Transformer: Reinforcement Learning via Seque…

68.7K viewsJun 5, 2021

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

29.8K views6 months ago

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Find in video from 03:48Unsupervised Machine Translation Approach

TransCoder: Unsupervised Translation of Programming Lang…

145.8K viewsJun 9, 2020

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ORPO: Monolithic Preference Optimization without Reference M…

25.4K viewsMay 1, 2024

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TiDAR: Think in Diffusion, Talk in Autoregression (Paper Analysis)

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

55.5K views9 months ago

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

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

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All about AI Accelerators: GPU, TPU, Dataflow, Near-Memory, Opti…

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

36.9K viewsApr 6, 2024

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