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283 Results
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Poster
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Wed 14:00 |
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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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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Poster
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Wed 14:00 |
Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing Jiaxiang Ren · Yang Zhou · Jiayin Jin · Lingjuan Lyu · Da Yan |
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Poster
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Thu 13:30 |
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 14:00 |
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels Xuchen You · Shouvanik Chakrabarti · Boyang Chen · Xiaodi Wu |
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Poster
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Wed 17:00 |
Does a Neural Network Really Encode Symbolic Concepts? Mingjie Li · Quanshi Zhang |
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Poster
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Tue 17:00 |
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West |
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Poster
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Wed 14:00 |
LinSATNet: The Positive Linear Satisfiability Neural Networks Runzhong Wang · Yunhao Zhang · Ziao Guo · Tianyi Chen · Xiaokang Yang · Junchi Yan |
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Poster
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Wed 14:00 |
LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control Xujie Song · Jingliang Duan · Wenxuan Wang · Shengbo Li · Chen Chen · Bo Cheng · Bo Zhang · Junqing Wei · Xiaoming (Simon) Wang |
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Poster
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Tue 14:00 |
Margin-based Neural Network Watermarking Byungjoo Kim · Suyoung Lee · Seanie Lee · Son · Sung Ju Hwang |
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Poster
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Wed 17:00 |
On the Expressive Power of Geometric Graph Neural Networks Chaitanya Joshi · Cristian Bodnar · Simon Mathis · Taco Cohen · Pietro Lió |
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Poster
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Thu 16:30 |
Equivariant Polynomials for Graph Neural Networks Omri Puny · Derek Lim · Bobak T Kiani · Haggai Maron · Yaron Lipman |