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264 Results
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Poster
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Thu 9:00 |
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors Ravid Shwartz-Ziv · Micah Goldblum · Hossein Souri · Sanyam Kapoor · Chen Zhu · Yann LeCun · Andrew Wilson |
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Workshop
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Fri 7:48 |
Sim-to-Lab-to-Real: Safe Reinforcement Learning with Shielding and Generalization Guarantees Kai-Chieh Hsu · Allen Z. Ren · Duy Nguyen · Anirudha Majumdar · Jaime Fisac |
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Poster
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Wed 14:00 |
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control Nolan Wagener · Andrey Kolobov · Felipe Vieira Frujeri · Ricky Loynd · Ching-An Cheng · Matthew Hausknecht |
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Poster
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Tue 9:00 |
Learning Generalized Policy Automata for Relational Stochastic Shortest Path Problems Rushang Karia · Rashmeet Kaur Nayyar · Siddharth Srivastava |
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Poster
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Tue 9:00 |
Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution Leon Hetzel · Simon Boehm · Niki Kilbertus · Stephan Günnemann · mohammad lotfollahi · Fabian Theis |
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Poster
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Tue 14:00 |
Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces Vladimir Kostic · Pietro Novelli · Andreas Maurer · Carlo Ciliberto · Lorenzo Rosasco · Massimiliano Pontil |
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Poster
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Tue 14:00 |
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency Xiang Zhang · Ziyuan Zhao · Theodoros Tsiligkaridis · Marinka Zitnik |
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Poster
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Thu 14:00 |
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings Jessica Schrouff · Natalie Harris · Sanmi Koyejo · Ibrahim Alabdulmohsin · Eva Schnider · Krista Opsahl-Ong · Alexander Brown · Subhrajit Roy · Diana Mincu · Christina Chen · Awa Dieng · Yuan Liu · Vivek Natarajan · Alan Karthikesalingam · Katherine Heller · Silvia Chiappa · Alexander D'Amour |
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Workshop
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Knowledge-Guided Transfer Learning for Modeling Subsurface Phenomena Under Data Paucity Nikhil Muralidhar · NIcholas Lubbers · Mohamed Mehana · Naren Ramakrishnan · Anuj Karpatne |
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Poster
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Thu 14:00 |
K-LITE: Learning Transferable Visual Models with External Knowledge Sheng Shen · Chunyuan Li · Xiaowei Hu · Yujia Xie · Jianwei Yang · Pengchuan Zhang · Zhe Gan · Lijuan Wang · Lu Yuan · Ce Liu · Kurt Keutzer · Trevor Darrell · Anna Rohrbach · Jianfeng Gao |
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Poster
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Thu 9:00 |
Assaying Out-Of-Distribution Generalization in Transfer Learning Florian Wenzel · Andrea Dittadi · Peter Gehler · Carl-Johann Simon-Gabriel · Max Horn · Dominik Zietlow · David Kernert · Chris Russell · Thomas Brox · Bernt Schiele · Bernhard Schölkopf · Francesco Locatello |
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Workshop
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MoleculeCLIP: Learning Transferable Molecule Multi-Modality Models via Natural Language Shengchao Liu · Weili Nie · Chengpeng Wang · Jiarui Lu · Zhuoran Qiao · Ling Liu · Jian Tang · Anima Anandkumar · Chaowei Xiao |