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Poster
Thu 9:00 Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
Byoungjip Kim · Sungik Choi · Dasol Hwang · Moontae Lee · Honglak Lee
Workshop
Towards an Enhanced, Faithful, and Adaptable Web Interaction Environment
John Yang · Howard Chen · Karthik Narasimhan
Workshop
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
Poster
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
Poster
Tue 9:00 Provably sample-efficient RL with side information about latent dynamics
Yao Liu · Dipendra Misra · Miro Dudik · Robert Schapire
Poster
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
Poster
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
Poster
Tue 14:00 Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency
Xiang Zhang · Ziyuan Zhao · Theodoros Tsiligkaridis · Marinka Zitnik
Poster
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
Poster
Wed 9:00 ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization
Qishi Dong · Awais Muhammad · Fengwei Zhou · Chuanlong Xie · Tianyang Hu · Yongxin Yang · Sung-Ho Bae · Zhenguo Li
Poster
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