Taco Cohen

Group Equivariant Convolutional Networks

Taco Cohen, Max Welling · arXiv (Cornell University) · 2016 · 583 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +16

Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Michael M. Bronstein, Joan Bruna, Taco Cohen et al. · arXiv (Cornell University) · 2021 · 550 citations · Full text

Geometric Learning, Engineering, Machine Learning +19

Visualizing Deep Neural Network Decisions: Prediction Difference Analysis

Luisa Zintgraf, Taco Cohen, Tameem Adel et al. · arXiv (Cornell University) · 2017 · 430 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Video Compression With Rate-Distortion Autoencoders

Amirhossein Habibian, Ties van Rozendaal, Jakub M. Tomczak et al. · 2019 · 208 citations · Full text

Lossy Compression, Engineering, Machine Learning +17

3D steerable CNNs: learning rotationally equivariant features in volumetric data

Maurice Weiler, Mario Geiger, Max Welling et al. · Data Archiving and Networked Services (DANS) · 2018 · 206 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17