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Invited Talk
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Wed 7:30
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Interaction-Centric AI
Juho Kim
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Workshop
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Simple Emergent Action Representations from Multi-Task Policy Training
Pu Hua · Yubei Chen · Huazhe Xu
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Workshop
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Fri 9:00
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A Human-Centric Take on Model Monitoring
Murtuza Shergadwala · Himabindu Lakkaraju · Krishnaram Kenthapadi
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Poster
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Tue 9:00
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Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling
Junyuan Hong · Lingjuan Lyu · Jiayu Zhou · Michael Spranger
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Poster
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Wed 14:00
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Unsupervised Multi-Object Segmentation by Predicting Probable Motion Patterns
Laurynas Karazija · Subhabrata Choudhury · Iro Laina · Christian Rupprecht · Andrea Vedaldi
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Workshop
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Fri 11:00
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AI can learn from data. But can it learn to reason?
Guy Van den Broeck
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Poster
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Tue 9:00
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Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting
Prasanna Sattigeri · Soumya Ghosh · Inkit Padhi · Pierre Dognin · Kush Varshney
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Affinity Workshop
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Simulating Health Time Series by Data Augmentation
Louis Gomez · Adedolapo Toye · Robert Hum · Samantha Kleinberg
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Poster
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Thu 14:00
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Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning
Dongmin Park · Yooju Shin · Jihwan Bang · Youngjun Lee · Hwanjun Song · Jae-Gil Lee
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Workshop
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Fri 8:55
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Keynote 5: Building human-centric AI systems: thoughts on user agency, transparency and trust. Fernanda Viegas, Google and Harvard University, US.
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Workshop
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Real World Offline Reinforcement Learning with Realistic Data Source
Gaoyue Zhou · Liyiming Ke · Siddhartha Srinivasa · Abhinav Gupta · Aravind Rajeswaran · Vikash Kumar
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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
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