Deep Learning On Lie Groups

Media Summary: Part 4: A bird's eye view on Lie theory, providing motivation for studying This presentation is part of the IROS'20 Workshop on Bringing Geometric Methods to Robot This lecture is part of an online graduate course on

Deep Learning On Lie Groups - Detailed Analysis & Overview

Part 4: A bird's eye view on Lie theory, providing motivation for studying This presentation is part of the IROS'20 Workshop on Bringing Geometric Methods to Robot This lecture is part of an online graduate course on A vivid, narrated walkthrough of the mathematics of Zhiwu Huang; Chengde Wan; Thomas Probst; Luc Van Gool In recent years, skeleton-based action recognition has become a ... The London Mathematical Society has, since 1865, been the UK's learned society for the advancement, dissemination and ...

We often think of Large Language Models (LLMs) as all-knowing, but as the team reveals, they still struggle with the logic of a ...

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Lie Groups for Deep Learning w/ Graph Neural Networks

What is Lie theory? Here is the big picture. | Lie groups, algebras, brackets #3

Why study Lie theory? | Lie groups, algebras, brackets #1

Joan Solà - Lie theory for the Roboticist

Lie groups: Introduction

Neural Networks, Derived: neurons → backprop → Lie groups → tropical algebra

Deep Learning on Lie Groups for Skeleton-Based Action Recognition | Spotlight 1-2B

Group Equivariant CNNs beyond Roto-Translations: B-Spline CNNs on Lie Groups, Erik Bekkers

Lie algebras visualized: why are they defined like that? Why Jacobi identity?

Lie Groups: Introduction to Lie Groups - Oxford Mathematics 4th Year Student Lecture

Lie Group and Lie Algebra Concepts

The "Final Boss" of Deep Learning

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Lie Groups for Deep Learning w/ Graph Neural Networks

Lie Groups for Deep Learning w/ Graph Neural Networks

Lie Groups

What is Lie theory? Here is the big picture. | Lie groups, algebras, brackets #3

What is Lie theory? Here is the big picture. | Lie groups, algebras, brackets #3

Part 4: https://youtu.be/9CBS5CAynBE A bird's eye view on Lie theory, providing motivation for studying

Why study Lie theory? | Lie groups, algebras, brackets #1

Why study Lie theory? | Lie groups, algebras, brackets #1

Next video: https://youtu.be/erA0jb9dSm0

Joan Solà - Lie theory for the Roboticist

Joan Solà - Lie theory for the Roboticist

This presentation is part of the IROS'20 Workshop on Bringing Geometric Methods to Robot

Lie groups: Introduction

Lie groups: Introduction

This lecture is part of an online graduate course on

Neural Networks, Derived: neurons → backprop → Lie groups → tropical algebra

Neural Networks, Derived: neurons → backprop → Lie groups → tropical algebra

A vivid, narrated walkthrough of the mathematics of

Deep Learning on Lie Groups for Skeleton-Based Action Recognition | Spotlight 1-2B

Deep Learning on Lie Groups for Skeleton-Based Action Recognition | Spotlight 1-2B

Zhiwu Huang; Chengde Wan; Thomas Probst; Luc Van Gool In recent years, skeleton-based action recognition has become a ...

Group Equivariant CNNs beyond Roto-Translations: B-Spline CNNs on Lie Groups, Erik Bekkers

Group Equivariant CNNs beyond Roto-Translations: B-Spline CNNs on Lie Groups, Erik Bekkers

The London Mathematical Society has, since 1865, been the UK's learned society for the advancement, dissemination and ...

Lie algebras visualized: why are they defined like that? Why Jacobi identity?

Lie algebras visualized: why are they defined like that? Why Jacobi identity?

Can we visualise

Lie Groups: Introduction to Lie Groups - Oxford Mathematics 4th Year Student Lecture

Lie Groups: Introduction to Lie Groups - Oxford Mathematics 4th Year Student Lecture

Lie Groups

Lie Group and Lie Algebra Concepts

Lie Group and Lie Algebra Concepts

Lie groups

The "Final Boss" of Deep Learning

The "Final Boss" of Deep Learning

We often think of Large Language Models (LLMs) as all-knowing, but as the team reveals, they still struggle with the logic of a ...

From State Estimation on Lie Groups to Affordance Learning & Robot Imagination, Gregory Chirikjian

From State Estimation on Lie Groups to Affordance Learning & Robot Imagination, Gregory Chirikjian

Title: From State Estimation on