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Workshop
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Improving Equivariant Networks with Probabilistic Symmetry Breaking
Hannah Lawrence · Vasco Portilheiro · Yan Zhang · Sékou-Oumar Kaba
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Poster
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Wed 2:30
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SiT: Symmetry-invariant Transformers for Generalisation in Reinforcement Learning
Matthias Weissenbacher · Rishabh Agarwal · Yoshinobu Kawahara
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Poster
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Thu 2:30
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Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
Yuchao Lin · Jacob Helwig · Shurui Gui · Shuiwang Ji
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Poster
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Wed 4:30
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A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction
Keqiang Yan · Alexandra Saxton · Xiaofeng Qian · Xiaoning Qian · Shuiwang Ji
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Poster
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Wed 4:30
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Latent Space Symmetry Discovery
Jianke Yang · Nima Dehmamy · Robin Walters · Rose Yu
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Poster
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Tue 2:30
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Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution
Rui Wang · Elyssa Hofgard · Han Gao · Robin Walters · Tess Smidt
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Poster
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Wed 2:30
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Physics and Lie symmetry informed Gaussian processes
David Dalton · Dirk Husmeier · Hao Gao
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Workshop
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Sat 6:10
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Keynote: Automatic Symmetry Discovery from Data
Rose Yu
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Workshop
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Sat 1:20
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Contributed: Variational Inference Failures Under Model Symmetries: Permutation Invariant Posteriors for Bayesian Neural Networks
Yoav Gelberg
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Workshop
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Neural Symmetry Detection for Learning Neural Network Constraints
Alex Gabel · Rick Quax · Efstratios Gavves
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Workshop
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The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof
Derek Lim · Theo Putterman · Robin Walters · Haggai Maron · Stefanie Jegelka
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Workshop
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In-Context Symmetries: Self-Supervised Learning through Contextual World Models
Sharut Gupta · Chenyu Wang · Yifei Wang · Tommi Jaakkola · Stefanie Jegelka
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