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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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Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning
Yixuan Pei · Zhiwu Qing · Jun CEN · Xiang Wang · Shiwei Zhang · Yaxiong Wang · Mingqian Tang · Nong Sang · Xueming Qian
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Poster
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Thu 9:00
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Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation
Ziyu Jiang · Xuxi Chen · Xueqin Huang · Xianzhi Du · Denny Zhou · Zhangyang Wang
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Poster
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Tue 14:00
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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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Workshop
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Loop Unrolled Shallow Equilibrium Regularizer (LUSER) - A Memory-Efficient Inverse Problem Solver
Peimeng Guan · Jihui Jin · Justin Romberg · Mark Davenport
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Poster
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Wed 14:00
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FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Tri Dao · Dan Fu · Stefano Ermon · Atri Rudra · Christopher Ré
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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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Using Hippocampal Replay to Consolidate Experiences in Memory-Augmented Reinforcement Learning
Chong Min John Tan · Mehul Motani
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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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Workshop
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Associative memory via covariance-learning predictive coding networks
Mufeng Tang · Tommaso Salvatori · Yuhang Song · Beren Millidge · Thomas Lukasiewicz · Rafal Bogacz
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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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