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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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Establishing a Benchmark for Adversarial Robustness of Compressed Deep Learning Models after Pruning
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Workshop
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Benchmarking Adversarial Robustness of Compressed Deep Learning Models
Brijesh Vora · Kartik Patwari · Syed Mahbub Hafiz · Zubair Shafiq · Chen-Nee Chuah
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Workshop
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Fri 19:00
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One-Shot Neural Network Pruning via Spectral Graph Sparsification
Steinar Laenen
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Poster
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Thu 16:30
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Fast as CHITA: Neural Network Pruning with Combinatorial Optimization
Riade Benbaki · Wenyu Chen · Xiang Meng · Hussein Hazimeh · Natalia Ponomareva · Zhe Zhao · Rahul Mazumder
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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 17:00
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Does a Neural Network Really Encode Symbolic Concepts?
Mingjie Li · Quanshi Zhang
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Poster
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Tue 14:00
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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 14:00
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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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Tue 14:00
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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
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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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Wed 14:00
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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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