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Poster
Tue 9:00 Meta-learning Symmetries by Reparameterization
Allan Zhou · Tom Knowles · Chelsea Finn
Poster
Tue 17:00 Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics
Daniel Kunin · Javier Sagastuy-Brena · Surya Ganguli · Daniel L Yamins · Hidenori Tanaka
Poster
Mon 17:00 Incorporating Symmetry into Deep Dynamics Models for Improved Generalization
Rui Wang · Robin Walters · Rose Yu
Poster
Mon 9:00 Symmetry-Aware Actor-Critic for 3D Molecular Design
Gregor Simm · Robert Pinsler · Gábor Csányi · José Miguel Hernández Lobato
Poster
Tue 1:00 Group Equivariant Conditional Neural Processes
Makoto Kawano · Wataru Kumagai · Akiyoshi Sannai · Yusuke Iwasawa · Yutaka Matsuo
Poster
Mon 9:00 Trajectory Prediction using Equivariant Continuous Convolution
Robin Walters · Jinxi Li · Rose Yu
Poster
Mon 1:00 Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs
Pim De Haan · Maurice Weiler · Taco Cohen · Max Welling
Spotlight
Tue 3:45 Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs
Pim De Haan · Maurice Weiler · Taco Cohen · Max Welling