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Thu Jul 21 10:30 AM -- 10:35 AM (PDT) @ Hall F
Ripple Attention for Visual Perception with Sub-quadratic Complexity
Lin Zheng · Huijie Pan · Lingpeng Kong
[ Slides
Spotlight
Thu Jul 21 10:35 AM -- 10:40 AM (PDT) @ Hall F
Self-supervised Models are Good Teaching Assistants for Vision Transformers
Haiyan Wu · Yuting Gao · Yinqi Zhang · Shaohui Lin · Yuan Xie · Xing Sun · Ke Li
Spotlight
Thu Jul 21 10:40 AM -- 10:45 AM (PDT) @ Hall F
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations
Amin Ghiasi · Hamid Kazemi · Steven Reich · Chen Zhu · Micah Goldblum · Tom Goldstein
[ Slides
Spotlight
Thu Jul 21 10:45 AM -- 10:50 AM (PDT) @ Hall F
In defense of dual-encoders for neural ranking
Aditya Menon · Sadeep Jayasumana · Ankit Singh Rawat · Seungyeon Kim · Sashank Jakkam Reddi · Sanjiv Kumar
[ Slides
Spotlight
Thu Jul 21 10:50 AM -- 10:55 AM (PDT) @ Hall F
From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers
Krzysztof Choromanski · Han Lin · Haoxian Chen · Tianyi Zhang · Arijit Sehanobish · Valerii Likhosherstov · Jack Parker-Holder · Tamas Sarlos · Adrian Weller · Thomas Weingarten
[ Slides
Spotlight
Thu Jul 21 10:55 AM -- 11:00 AM (PDT) @ Hall F
Linear Complexity Randomized Self-attention Mechanism
Lin Zheng · Chong Wang · Lingpeng Kong
[ Slides
Spotlight
Thu Jul 21 11:00 AM -- 11:05 AM (PDT) @ Hall F
Efficient Representation Learning via Adaptive Context Pooling
Chen Huang · Walter Talbott · Navdeep Jaitly · Joshua M Susskind
[ Slides
Oral
Thu Jul 21 11:05 AM -- 11:25 AM (PDT) @ Hall F
Toward Compositional Generalization in Object-Oriented World Modeling
Linfeng Zhao · Lingzhi Kong · Robin Walters · Lawson Wong
[ Slides
Spotlight
Thu Jul 21 11:25 AM -- 11:30 AM (PDT) @ Hall F
Fast Population-Based Reinforcement Learning on a Single Machine
Arthur Flajolet · Claire Bizon Monroc · Karim Beguir · Thomas Pierrot
[ Slides
Spotlight
Thu Jul 21 11:30 AM -- 11:35 AM (PDT) @ Hall F
NeuralEF: Deconstructing Kernels by Deep Neural Networks
Zhijie Deng · Jiaxin Shi · Jun Zhu
[ Slides
Spotlight
Thu Jul 21 11:35 AM -- 11:40 AM (PDT) @ Hall F
Visual Attention Emerges from Recurrent Sparse Reconstruction
Baifeng Shi · Yale Song · Neel Joshi · Trevor Darrell · Xin Wang
[ Slides
Spotlight
Thu Jul 21 11:40 AM -- 11:45 AM (PDT) @ Hall F
Transformer Quality in Linear Time
Weizhe Hua · Zihang Dai · Hanxiao Liu · Quoc Le
[ Slides
Spotlight
Thu Jul 21 11:45 AM -- 11:50 AM (PDT) @ Hall F
What Dense Graph Do You Need for Self-Attention?
Yuxin Wang · Chu-Tak Lee · Qipeng Guo · Zhangyue Yin · yunhua zhou · Xuanjing Huang · Xipeng Qiu
[ Slides
Spotlight
Thu Jul 21 11:50 AM -- 11:55 AM (PDT) @ Hall F
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images
Tom Ron · Tamir Hazan
Spotlight
Thu Jul 21 11:55 AM -- 12:00 PM (PDT) @ Hall F
Multi Resolution Analysis (MRA) for Approximate Self-Attention
Zhanpeng Zeng · Sourav Pal · Jeffery Kline · Glenn Fung · Vikas Singh
[ Slides