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84 Results
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Poster
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Wed 9:00 |
Unsupervised Learning of Group Invariant and Equivariant Representations Robin Winter · Marco Bertolini · Tuan Le · Frank Noe · Djork-Arné Clevert |
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Poster
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Tue 14:00 |
On the detrimental effect of invariances in the likelihood for variational inference Richard Kurle · Ralf Herbrich · Tim Januschowski · Yuyang (Bernie) Wang · Jan Gasthaus |
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Poster
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Tue 9:00 |
A Theory of PAC Learnability under Transformation Invariances Han Shao · Omar Montasser · Avrim Blum |
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Poster
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Thu 14:00 |
The Missing Invariance Principle found -- the Reciprocal Twin of Invariant Risk Minimization Dongsung Huh · Avinash Baidya |
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Poster
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Wed 14:00 |
Environment Diversification with Multi-head Neural Network for Invariant Learning Bo-Wei Huang · Keng-Te Liao · Chang-Sheng Kao · Shou-De Lin |
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Poster
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Wed 9:00 |
Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations Alexander Immer · Tycho van der Ouderaa · Gunnar Rätsch · Vincent Fortuin · Mark van der Wilk |
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Poster
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Wed 14:00 |
Probable Domain Generalization via Quantile Risk Minimization Cian Eastwood · Alexander Robey · Shashank Singh · Julius von Kügelgen · Hamed Hassani · George J. Pappas · Bernhard Schölkopf |
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Poster
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Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs Yongqiang Chen · Yonggang Zhang · Yatao Bian · Han Yang · MA Kaili · Binghui Xie · Tongliang Liu · Bo Han · James Cheng |
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Poster
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Wed 9:00 |
Spherical Channels for Modeling Atomic Interactions Larry Zitnick · Abhishek Das · Adeesh Kolluru · Janice Lan · Muhammed Shuaibi · Anuroop Sriram · Zachary Ulissi · Brandon Wood |
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Poster
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Tue 14:00 |
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks Renan A. Rojas-Gomez · Teck-Yian Lim · Alex Schwing · Minh Do · Raymond A. Yeh |
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Poster
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Wed 9:00 |
Learning Chaotic Dynamics in Dissipative Systems Zongyi Li · Miguel Liu-Schiaffini · Nikola Kovachki · Kamyar Azizzadenesheli · Burigede Liu · Kaushik Bhattacharya · Andrew Stuart · Anima Anandkumar |
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Poster
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Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization Chaoqi Chen · Luyao Tang · Feng Liu · Gangming Zhao · Yue Huang · Yizhou Yu |