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33 Results
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Poster
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Tue 14:00 |
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation Maxwell Xu · Alexander Moreno · Supriya Nagesh · Varol Aydemir · David Wetter · Santosh Kumar · James Rehg |
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Poster
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Thu 9:00 |
Pure Transformers are Powerful Graph Learners Jinwoo Kim · Dat Nguyen · Seonwoo Min · Sungjun Cho · Moontae Lee · Honglak Lee · Seunghoon Hong |
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Workshop
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Sequence-Graph Duality: Unifying User Modeling with Self-Attention for Sequential Recommendation Zeren Shui · Ge Liu · Anoop Deoras · George Karypis |
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Poster
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Wed 9:00 |
Jump Self-attention: Capturing High-order Statistics in Transformers Haoyi Zhou · Siyang Xiao · Shanghang Zhang · Jieqi Peng · Shuai Zhang · Jianxin Li |
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Workshop
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PEST: Combining Parameter-Efficient Fine-Tuning with Self-Training and Co-Training Hunter Lang · Monica Agrawal · Yoon Kim · David Sontag |
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Affinity Workshop
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Attention-Augmented ST-GCN for Efficient Skeleton-based Human Action Recognition Negar Heidari · Alexandros Iosifidis |
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Poster
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Wed 9:00 |
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation Philip Amortila · Nan Jiang · Dhruv Madeka · Dean Foster |
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Poster
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Thu 9:00 |
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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Workshop
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Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification Muhammad ElNokrashy · Badr AlKhamissi · Mona Diab |
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Poster
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Thu 9:00 |
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers Hyeong Kyu Choi · Joonmyung Choi · Hyunwoo Kim |
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Poster
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Tue 9:00 |
EcoFormer: Energy-Saving Attention with Linear Complexity Jing Liu · Zizheng Pan · Haoyu He · Jianfei Cai · Bohan Zhuang |
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Poster
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Tue 9:00 |
Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation Botao Yu · Peiling Lu · Rui Wang · Wei Hu · Xu Tan · Wei Ye · Shikun Zhang · Tao Qin · Tie-Yan Liu |