Equivariant Deep Learning

Equivariant Neural Networks0:18:51

Equivariant Neural Networks | Part 1/3 - Introduction

EQUIVARIANCE RULES! -0:06:55

EQUIVARIANCE RULES! - Geometric Deep Learning Tutorial - Equivariant Neural Networks Visualised

Group Equivariant Deep0:19:04

Group Equivariant Deep Learning - Lecture 1.1: Introduction

Equivariant Neural Networks0:15:57

Equivariant Neural Networks | Part 2/3 - Generalized CNNs

Lecture on Equivariant1:32:42

Lecture on Equivariant Learning for Robotic Manipulation

Group Equivariant Deep0:20:14

Group Equivariant Deep Learning - Lecture 2.7: Derivation of Harmonic Networks from Regular G-Convs

Equivariant Machine Learning1:12:15

Equivariant Machine Learning

Group Equivariant Deep0:33:08

Group Equivariant Deep Learning - Lecture 3.2: Equivariant message passing as non-linear convolution

Group Equivariant Deep0:31:40

Group Equivariant Deep Learning - Lecture 3.7: Gauge equivariant graph NNs

CSC2547 CNNs on0:10:58

CSC2547 CNNs on Surfaces using Rotation Equivariant Features

CNNs on Surfaces0:19:47

CNNs on Surfaces using Rotation-equivariant Features

Introduction to Group2:09:30

Introduction to Group Equivariant Deep Learning | Erik Bekkers | Lec 3

Group Equivariant Deep0:11:33

Group Equivariant Deep Learning - Lecture 2.6: Activation Functions for Steerable G-CNNs

Group Equivariant Deep0:16:08

Group Equivariant Deep Learning - Lecture 1.5: A Brief History of G-CNNs

Group Equivariant Deep0:22:28

Group Equivariant Deep Learning - Lecture 2.1: Steerable kernels/basis functions

Equivariant Machine Learning0:58:45

Equivariant Machine Learning Structured Like Classical Physics

Group Equivariant Deep0:20:46

Group Equivariant Deep Learning - Lecture 1.3: Regular group convolutional neural networks

Group Equivariant Deep0:08:57

Group Equivariant Deep Learning - Lecture 2.4: Group Theory (Induced representation, feature fields)

A New Perspective0:54:59

A New Perspective on Building Efficient and Expressive 3D Equivariant Graph Neural Networks

Unsupervised Learning of1:32:28

Unsupervised Learning of Group Invariant and Equivariant Representations

Equivariant Neural Networks1:23:52

Equivariant Neural Networks (SGP Graduate School 2024)

Equivariant Subgraph Aggregation1:42:41

Equivariant Subgraph Aggregation Networks | Beatrice Bevilacqua, Fabrizio Frasca & Derek Lim

UvA Deep Learning1:52:08

UvA Deep Learning 2 (2023): Group Equivariant Deep Learning - Lecture 1

SO(2)-Equivariant Reinforcement Learning0:02:31

SO(2)-Equivariant Reinforcement Learning