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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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Don't trust your eyes: on the (un)reliability of feature visualizations
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Workshop
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Don't trust your eyes: on the (un)reliability of feature visualizations
Robert Geirhos · Roland S. Zimmermann · Blair Bilodeau · Wieland Brendel · Been Kim
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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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Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance
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Workshop
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Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance
Zhihang Yuan · Jiawei Liu · Jiaxiang Wu · Dawei Yang · Qiang Wu · Guangyu Sun · Wenyu Liu · Xinggang Wang · Bingzhe Wu
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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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