Poster

Wed 9:00

Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior
James Gardner · Bernhard Egger · William Smith

Poster

Wed 14:00

Translation-equivariant Representation in Recurrent Networks with a Continuous Manifold of Attractors
Wenhao Zhang · Ying Nian Wu · Si Wu

Poster

Wed 9:00

Benefits of Permutation-Equivariance in Auction Mechanisms
Tian Qin · Fengxiang He · Dingfeng Shi · Wenbing Huang · Dacheng Tao

Workshop

Predicting Ligand – RNA Binding Using E3-Equivariant Network and Pretraining
Zhenfeng Deng · Ruichu Gu · Hangrui Bi · Xinyan Wang · Zhaolei Zhang · Han Wen

Workshop

Sat 11:40

Predicting Ligand – RNA Binding Using E3-Equivariant Network and Pretraining
Zhenfeng Deng · Ruichu Gu · Hangrui Bi · Xinyan Wang · Zhaolei Zhang · Han Wen

Workshop

VN-Transformer: Rotation-Equivariant Attention for Vector Neurons
Serge Assaad · Carlton Downey · Rami Al-Rfou · Nigamaa Nayakanti · Benjamin Sapp

Workshop

Holographic-(V)AE: an end-to-end SO(3)-Equivariant (Variational) Autoencoder in Fourier Space
Gian Marco Visani · Michael Pun · Armita Nourmohammad

Workshop

Sat 9:20

Homomorphism AutoEncoder --- Learning Group Structured Representations from Observed Transitions
Hamza Keurti · Hsiao-Ru Pan · Michel Besserve · Benjamin F. Grewe · Bernhard Schölkopf

Workshop

Sat 9:00

Equivariance with Learned Canonical Mappings
Oumar Kaba · Arnab Mondal · Yan Zhang · Yoshua Bengio · Siamak Ravanbakhsh

Workshop

Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions
Masanobu Horie · NAOTO MITSUME

Workshop

Sat 8:40

Computing Representations for Lie Algebraic Networks
Noah Shutty · Casimir Wierzynski

Workshop

Representation Learning on Biomolecular Structures using Equivariant Graph Attention
Tuan Le · Frank Noe · Djork-Arné Clevert