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41 Results
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Workshop
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Sun 16:30 |
Knowledge Distillation for Teaching Symmetry Invariances Patrick Odagiu · Nicole Nobili · Fabian Dionys Schrag · Yves Bicker · Yuhui Ding |
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Harmformer: Harmonic Networks Meet Transformers for Continuous Roto-Translation Equivariance Tomáš Karella · Adam Harmanec · Jan Kotera · Jan Blažek · Filip Sroubek |
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Teaching Invariance Using Privileged Mediation Information Dylan Zapzalka · Maggie Makar |
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Invariant Graphon Networks: Approximation and Cut Distance Daniel Herbst · Stefanie Jegelka |
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Dynamical symmetries in the fluctuation-driven regime: an application of Noether's theorem to noisy dynamical systems John Vastola |
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Batch size invariant Adam Xi Wang · Laurence Aitchison |
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On the Reconstruction of Training Data from Group Invariant Networks Ran Elbaz · Gilad Yehudai · Meirav Galun · Haggai Maron |
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A Geometric Foundation Model for Crystalline Material Discovery Shengchao Liu · Divin Yan · weitao Du · Zhuoxinran Li · Zhiling Zheng · Omar Yaghi · Christian Borgs · Hongyu Guo · Animashree Anandkumar · Jennifer Chayes |
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Workshop
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Knowledge Distillation for Teaching Symmetry Invariances Patrick Odagiu · Nicole Nobili · Fabian Dionys Schrag · Yves Bicker · Yuhui Ding |
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Robust Domain Generalisation with Causal Invariant Bayesian Neural Networks Gaël Gendron · Michael Witbrock · Gillian Dobbie |
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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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Unifying Causal Representation Learning with the Invariance Principle Dingling Yao · Dario Rancati · Riccardo Cadei · Marco Fumero · Francesco Locatello |