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150 Results
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Workshop
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Transformers Can Learn Meta-skills for Task Generalization in In-Context Learning Ying Fan · Steve Yadlowsky · Dimitris Papailiopoulos · Kangwook Lee |
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Poster
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Thu 16:30 |
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization Zi Yang · Ziyue Liu · Samridhi Choudhary · Xinfeng Xie · Cao Gao · Siegfried Kunzmann · Zheng Zhang |
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Poster
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Wed 16:30 |
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning Théo Moutakanni · Maxime Oquab · Marc Szafraniec · Maria Vakalopoulou · Piotr Bojanowski |
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Poster
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Thu 11:00 |
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps Benjamin Ellis · Matthew T Jackson · Andrei Lupu · Alexander D. Goldie · Mattie Fellows · Shimon Whiteson · Jakob Foerster |
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Poster
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Thu 11:00 |
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving Aniket Didolkar · Anirudh Goyal · Nan Rosemary Ke · Siyuan Guo · Michal Valko · Timothy Lillicrap · Danilo Jimenez Rezende · Yoshua Bengio · Michael Mozer · Sanjeev Arora |
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Poster
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Thu 16:30 |
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision Jay Shah · Ganesh Bikshandi · Ying Zhang · Vijay Thakkar · Pradeep Ramani · Tri Dao |
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Poster
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Wed 11:00 |
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios Shihan Ma · Bo Hu · Tianyu Jia · Alexander Clarke · Blanka Zicher · Arnault Caillet · Dario Farina · Jose C Principe |
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Poster
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Fri 16:30 |
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets Yiqi Jiang · Hakki Akengin · Ji Zhou · Mehmet Aslihak · Yang Li · Radoslaw Chrapkiewicz · Oscar Hernandez · sadegh ebrahimi · Omar Jaidar · Yanping Zhang · Hakan Inan · Christopher Miranda · Fatih Dinc · Marta Pozo · Mark Schnitzer |
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Workshop
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X-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs Uladzislau Sobal · Mark Ibrahim · Randall Balestriero · Vivien Cabannes · Diane Bouchacourt · Pietro Astolfi · Kyunghyun Cho · Yann LeCun |
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Workshop
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Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biases Cristian Meo · Akihiro Nakano · Mircea Lică · Aniket Didolkar · Masahiro Suzuki · Anirudh Goyal · Mengmi Zhang · Justin Dauwels · Yutaka Matsuo · Yoshua Bengio |
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Workshop
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Direct Acquisition Optimization for Low-Budget Active Learning Zhuokai Zhao · Yibo Jiang · Yuxin Chen |
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Poster
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Wed 16:30 |
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning Simon Zhai · Hao Bai · Zipeng Lin · Jiayi Pan · Peter Tong · Yifei Zhou · Alane Suhr · Saining Xie · Yann LeCun · Yi Ma · Sergey Levine |