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Poster
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Thu 9:00
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Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis
Taiki Miyagawa
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Poster
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Thu 9:00
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Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks
Paolo Muratore · Sina Tafazoli · Eugenio Piasini · Alessandro Laio · Davide Zoccolan
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Workshop
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TTERGM: Social Theory-Driven network simula
Yifan Huang · Clayton Barham · Eric Page · Pamela K Douglas
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Workshop
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Scalable Vector Representation for Topological Data Analysis Based Classification
Tananun Songdechakraiwut · Bryan Krause · Matthew Banks · Kirill Nourski · Barry Van Veen
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Poster
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Wed 14:00
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Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis
Wuyang Chen · Wei Huang · Xinyu Gong · Boris Hanin · Zhangyang Wang
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Poster
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FreGAN: Exploiting Frequency Components for Training GANs under Limited Data
mengping yang · Zhe Wang · Ziqiu Chi · Yanbing Zhang
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Poster
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Thu 14:00
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On the difficulty of learning chaotic dynamics with RNNs
Jonas Mikhaeil · Zahra Monfared · Daniel Durstewitz
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Poster
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Wed 9:00
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Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime
Naoki Nishikawa · Taiji Suzuki · Atsushi Nitanda · Denny Wu
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Poster
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Wed 9:00
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Model Zoos: A Dataset of Diverse Populations of Neural Network Models
Konstantin Schürholt · Diyar Taskiran · Boris Knyazev · Xavier Giró-i-Nieto · Damian Borth
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Poster
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Finite-Time Analysis of Adaptive Temporal Difference Learning with Deep Neural Networks
Tao Sun · Dongsheng Li · Bao Wang
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Poster
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Wed 9:00
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PhysGNN: A Physics--Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image--Guided Neurosurgery
Yasmin Salehi · Dennis Giannacopoulos
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Workshop
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Mixed-Membership Community Detection via Line Graph Curvature
Yu Tian · Zachary Lubberts · Melanie Weber
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