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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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Workshop
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Fri 8:10
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Contributed Talk 1: FiT: Parameter Efficient Few-shot Transfer Learning
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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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FiT: Parameter Efficient Few-shot Transfer Learning
Aliaksandra Shysheya · John Bronskill · Massimiliano Patacchiola · Sebastian Nowozin · Richard Turner
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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 14:00
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Merging Models with Fisher-Weighted Averaging
Michael S Matena · Colin Raffel
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Poster
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Tue 14:00
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Parameter-free Regret in High Probability with Heavy Tails
Jiujia Zhang · Ashok Cutkosky
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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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Thu 9:00
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Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)
Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
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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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Workshop
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LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung · Jaemin Cho · Mohit Bansal
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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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