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84 Results
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Poster
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Tue 14:00 |
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry Cheongjae Jang · Sungyoon Lee · Frank Park · Yung-Kyun Noh |
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Workshop
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Fri 9:30 |
PiRL: Participant-Invariant Representation Learning for Health Care using Wearable Data Zhaoyang Cao · Han Yu · Huiyuan Yang · Akane Sano |
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Poster
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Wed 9:00 |
Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition Daeha Kim · Byung Cheol Song |
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Poster
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Thu 14:00 |
A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data Jelena Diakonikolas · Chenghui Li · Swati Padmanabhan · Chaobing Song |
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Poster
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Wed 9:00 |
Neural Stochastic PDEs: Resolution-Invariant Learning of Continuous Spatiotemporal Dynamics Cristopher Salvi · Maud Lemercier · Andris Gerasimovics |
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Poster
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Wed 9:00 |
Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales Tao Liu · P. R. Kumar · Ruida Zhou · Xi Liu |
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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 |
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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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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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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Wed 14:00 |
LieGG: Studying Learned Lie Group Generators Artem Moskalev · Anna Sepliarskaia · Ivan Sosnovik · Arnold Smeulders |
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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 |