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Poster
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Tue 9:00
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EcoFormer: Energy-Saving Attention with Linear Complexity
Jing Liu · Zizheng Pan · Haoyu He · Jianfei Cai · Bohan Zhuang
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Workshop
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Explainable Multi-Agent Recommendation System for Energy-Efficient Decision Support in Smart Homes
Alona Zharova · Annika Boer · Julia Knoblauch · Kai Schewina · Jana Vihs
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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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Workshop
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Analyzing Micro-Level Rebound Effects of Energy Efficient Technologies
Mayank Jain · Mukta Jain · Tarek Alskaif · Soumyabrata Dev
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Poster
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Wed 14:00
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Transformers from an Optimization Perspective
Yongyi Yang · zengfeng Huang · David P Wipf
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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
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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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Wed 9:00
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Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization
Huaibo Huang · Xiaoqiang Zhou · Ran He
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Poster
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Tue 9:00
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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
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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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Tue 14:00
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Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost
Sungjun Cho · Seonwoo Min · Jinwoo Kim · Moontae Lee · Honglak Lee · Seunghoon Hong
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