Lucas Beyer

Visiting AI & ML Research Seminar

Stanford University

1 course · 9 total lectures · 10h recorded

Co-taught withAshish VaswaniTrenton BrickenDrew Jaegle

AI & Machine Learning Biology & Neuroscience Engineering, Control & Robotics

Courses by Lucas Beyer

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Complete university lecture series taught by Lucas Beyer.

Stanford CS25: Transformers United

Stanford University · CS259 lectures · 10h

AI & ML·graduate

Transformers United

Stanford University

Research seminar examining self-attention architectures across language modeling, multimodal reasoning, robotics, biology, and scaling laws with leading industry and academic pioneers.

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All lectures by Lucas Beyer

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Transformers in Vision: Tackling problems in Computer Vision

Transformers in Vision: Tackling problems in Computer Vision

CS25 · Transformers United · Lec 2 · Lucas Beyer · Stanford University

Stanford University

1:08:36

How I Learned to Stop Worrying and Love the Transformer

How I Learned to Stop Worrying and Love the Transformer

CS25 · Transformers United · Lec 9 · Ashish Vaswani · Stanford University

Stanford University

1:20:38

Neuroscience-Inspired Artificial Intelligence

Neuroscience-Inspired Artificial Intelligence

CS25 · Transformers United · Lec 8 · Trenton Bricken · Stanford University

Trenton Bricken

Stanford University

1:22:14

Decision Transformer: Reinforcement Learning via Sequence Modeling

Decision Transformer: Reinforcement Learning via Sequence Modeling

CS25 · Transformers United · Lec 3 · Stanford University

Stanford University

1:20:42

Transformer Circuits, Induction Heads, In-Context Learning

Transformer Circuits, Induction Heads, In-Context Learning

CS25 · Transformers United · Lec 7 · Stanford University

Stanford University

59:34

Transformers United: DL Models that have revolutionized NLP, CV, RL

Transformers United: DL Models that have revolutionized NLP, CV, RL

CS25 · Transformers United · Lec 1 · Stanford University

Stanford University

22:43

DeepMind's Perceiver and Perceiver IO: New data family architecture

DeepMind's Perceiver and Perceiver IO: New data family architecture

CS25 · Transformers United · Lec 5 · Drew Jaegle · Stanford University

Stanford University

58:58

Mixture of Experts (MoE) paradigm and the Switch Transformer

Mixture of Experts (MoE) paradigm and the Switch Transformer

CS25 · Transformers United · Lec 4 · Stanford University

Stanford University

1:05:44

Self Attention and Non-parametric transformers (NPTs)

Self Attention and Non-parametric transformers (NPTs)

CS25 · Transformers United · Lec 6 · Stanford University

Stanford University

1:05:43