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Poster
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Fri 11:00
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An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models
Yunzhe Hu · Difan Zou · Dong Xu
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Workshop
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Towards more efficient agricultural practices via transformer-based crop type classification
Isabella Smythe · Eduardo Ulises Moya · Michael J Smith · Yazid Mikail · Daisy Ondwari
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Poster
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Fri 16:30
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ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
Junjie Ni · Guofeng Zhang · Guanglin Li · Yijin Li · Xinyang Liu · Zhaoyang Huang · Hujun Bao
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Poster
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Thu 16:30
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Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization
Omar Montasser · Han Shao · Emmanuel Abbe
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Workshop
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Resolution-Agnostic Transformer-based Climate Downscaling
Declan Curran · Hira Saleem · Sanaa Hobeichi · Flora Salim
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Affinity Event
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Modeling cognitive processes of natural reading with transformer-based Language Models
Bruno Bianchi · Fermín Travi · Juan Esteban Kamienkowski
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Poster
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Fri 11:00
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SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
Sangwoo Hwang · Seunghyun Lee · Dahoon Park · Donghun Lee · Jaeha Kung
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Poster
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Wed 16:30
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Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes
Jerry Yao-Chieh Hu · Dennis Wu · Han Liu
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Affinity Event
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Enhancing Credit Risk Assessment through Transformer-Based Machine Learning Models
Jean Amukwatse · Joan Arimpa
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Poster
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Wed 11:00
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Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective
Qishuai Wen · Chun-Guang Li
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Workshop
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MolGen-Transformer: An open-source self-supervised model for Molecular Generation and Latent Space Exploration
Chih-Hsuan Yang · Rebekah Duke · Parker Sornberger · Moses Dominic · Chad Risko · Baskar Ganapathysubramanian
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Workshop
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Self-Attention Limits Working Memory Capacity of Transformer-Based Models
Dongyu Gong · Hantao Zhang
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