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Workshop
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Memory-Efficient Reinforcement Learning with Priority based on Surprise and On-policyness
Ryosuke Unno · Yoshimasa Tsuruoka
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Poster
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Wed 14:00
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Data-Efficient Augmentation for Training Neural Networks
Tian Yu Liu · Baharan Mirzasoleiman
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Workshop
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Fri 8:50
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A Data-efficient Multiobjective Machine Learning Method For 3D-printed Architected Materials Design
Bo Peng · Ye Wei · Yu Qin · Jiabao Dai · Liuliu Han · Yue Li · Peng Wen
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Workshop
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Time-Efficient Reward Learning via Visually Assisted Cluster Ranking
David Zhang · Micah Carroll · Andreea Bobu · Anca Dragan
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Poster
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Tue 9:00
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VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
Zhan Tong · Yibing Song · Jue Wang · Limin Wang
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Poster
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Tue 9:00
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Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation
Jannik Kossen · Sebastian Farquhar · Yarin Gal · Thomas Rainforth
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Poster
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Tue 14:00
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Provably Efficient Offline Multi-agent Reinforcement Learning via Strategy-wise Bonus
Qiwen Cui · Simon Du
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Poster
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Thu 14:00
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Efficient Active Learning with Abstention
Yinglun Zhu · Robert Nowak
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Workshop
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Pareto-Efficient Decision Agents for Offline Multi-Objective Reinforcement Learning
Baiting Zhu · Meihua Dang · Aditya Grover
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Workshop
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Pareto-Efficient Decision Agents for Offline Multi-Objective Reinforcement Learning
Baiting Zhu · Meihua Dang · Aditya Grover
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Workshop
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Fri 14:35
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8-bit Methods for Efficient Deep Learning
Tim Dettmers
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Workshop
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RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training (Short Paper)
Zui Chen · Lei Cao · Samuel Madden
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