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13 Results
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Poster
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Tue 8:45 |
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation Yingyi Chen · Qinghua Tao · Francesco Tonin · Johan Suykens |
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Workshop
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Fri 12:10 |
Clustering and phase transitions in self-attention dynamics Yury Polyanskiy |
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Poster
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Thu 15:00 |
Tailoring Self-Attention for Graph via Rooted Subtrees Siyuan Huang · Yunchong Song · Jiayue Zhou · Zhouhan Lin |
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Poster
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Wed 8:45 |
Causal Interpretation of Self-Attention in Pre-Trained Transformers Raanan Rohekar · Yaniv Gurwicz · Shami Nisimov |
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Poster
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Thu 15:00 |
Modeling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network Zitang Sun · Yen-Ju Chen · Yung-Hao Yang · Shin'ya Nishida |
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Workshop
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Low-Width Approximations and Sparsification for Scaling Graph Transformers Hamed Shirzad · Balaji Venkatachalam · Ameya Velingker · Danica J. Sutherland · David Woodruff |
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Poster
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Wed 15:00 |
The emergence of clusters in self-attention dynamics Borjan Geshkovski · Cyril Letrouit · Yury Polyanskiy · Philippe Rigollet |
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Workshop
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What Improves the Generalization of Graph Transformer? A Theoretical Dive into Self-attention and Positional Encoding Hongkang Li · Meng Wang · Tengfei Ma · Sijia Liu · ZAIXI ZHANG · Pin-Yu Chen |
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Workshop
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A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network Takuya Kurihana · · Kyongmin Yeo · Daniela Szwarcman · Bruce Elmegreen · Surya Karthik Mukkavilli · Johannes Schmude |
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Poster
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Wed 15:00 |
On Separate Normalization in Self-supervised Transformers Xiaohui Chen · Yinkai Wang · Yuanqi Du · Soha Hassoun · Liping Liu |
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Affinity Workshop
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Mon 13:30 |
Harnessing Self-Supervised Learning and Vision Transformers for Attention Based Multi-modal Survival Analysis Narmada Naik · Kavya Kannan · Shahriar Faghani · Kevin Matlock |
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Poster
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Wed 15:00 |
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising Hyemi Jang · Junsung Park · Dahuin Jung · Jaihyun Lew · Ho Bae · Sungroh Yoon |