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Poster
Tue 9:00 Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation
Jannik Kossen · Sebastian Farquhar · Yarin Gal · Thomas Rainforth
Poster
Wed 14:00 FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
Tri Dao · Dan Fu · Stefano Ermon · Atri Rudra · Christopher Ré
Poster
Tue 14:00 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung · Jaemin Cho · Mohit Bansal
Poster
Wed 14:00 Adaptive Oracle-Efficient Online Learning
Guanghui Wang · Zihao Hu · Vidya Muthukumar · Jacob Abernethy
Poster
Tue 9:00 Sample-Efficient Learning of Correlated Equilibria in Extensive-Form Games
Ziang Song · Song Mei · Yu Bai
Poster
Tue 9:00 ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
Junting Pan · Ziyi Lin · Xiatian Zhu · Jing Shao · Hongsheng Li
Poster
Thu 14:00 Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks
Yen-Cheng Liu · CHIH-YAO MA · Junjiao Tian · Zijian He · Zsolt Kira
Poster
Thu 9:00 Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning
Rujie Zhong · Duohan Zhang · Lukas Schäfer · Stefano Albrecht · Josiah Hanna
Poster
Tue 9:00 EcoFormer: Energy-Saving Attention with Linear Complexity
Jing Liu · Zizheng Pan · Haoyu He · Jianfei Cai · Bohan Zhuang
Poster
Wed 9:00 Parameter-Efficient Masking Networks
Yue Bai · Huan Wang · Xu Ma · Yitian Zhang · Zhiqiang Tao · Yun Fu
Poster
Wed 9:00 Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs
Linjian Ma · Edgar Solomonik
Poster
Wed 9:00 Graph Reordering for Cache-Efficient Near Neighbor Search
Benjamin Coleman · Santiago Segarra · Alexander Smola · Anshumali Shrivastava