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Poster
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Wed 14:00
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Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set
Enming Liang · Minghua Chen · Steven Low
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Workshop
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Convolutional Neural network for local stabilization parameter prediction for Singularly Perturbed PDEs
Sangeeta Yadav
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Workshop
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Low Complexity Neural Network-Based In-loop Filtering with Decomposed Split Luma-Chroma Model for Video Compression
Tong Shao · Jay Shingala · Ajay Shyam · Peng Yin · Arjun Arora · Sean McCarthy
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Workshop
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Fri 14:10
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Learning To See Topological Properties In 4D Using Convolutional Neural Networks
Khalil Mathieu Hannouch · Stephan Chalup
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Poster
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Thu 13:30
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Benign Overfitting in Two-layer ReLU Convolutional Neural Networks
Yiwen Kou · Zixiang Chen · Yuanzhou Chen · Quanquan Gu
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Poster
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Thu 13:30
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What Can Be Learnt With Wide Convolutional Neural Networks?
Francesco Cagnetta · Alessandro Favero · Matthieu Wyart
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Poster
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Thu 13:30
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The Hessian perspective into the Nature of Convolutional Neural Networks
Sidak Pal Singh · Thomas Hofmann · Bernhard Schölkopf
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Poster
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Tue 17:00
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Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks
El Mehdi Achour · Francois Malgouyres · Franck Mamalet
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Workshop
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Learning from Topology: Cosmological Parameter Estimation from the Large-scale Structure
Jacky H. T. Yip · Adam Rouhiainen · Gary Shiu
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Workshop
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A Multi-input Convolutional Neural Network to Automate and Expedite Bright Transient Identification for the Zwicky Transient Facility
Nabeel Rehemtulla · Adam Miller · Michael Coughlin · Theophile Jegou Du Laz
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Oral
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Thu 18:24
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Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks
Mohammed Nowaz Rabbani Chowdhury · Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen
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Poster
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Tue 17:00
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Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks
Mohammed Nowaz Rabbani Chowdhury · Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen
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