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Weiyu Xu

Towards unlocking the mystery of adversarial fragility of neural networks

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Jun 23, 2024
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gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation

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Dec 07, 2023
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Optimal Cost Constrained Adversarial Attacks For Multiple Agent Systems

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Nov 01, 2023
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Trust, but Verify: Robust Image Segmentation using Deep Learning

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Oct 29, 2023
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Outlier Detection Using Generative Models with Theoretical Performance Guarantees

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Oct 16, 2023
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Linear Progressive Coding for Semantic Communication using Deep Neural Networks

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Sep 27, 2023
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Distributed Dual Coordinate Ascent with Imbalanced Data on a General Tree Network

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Aug 28, 2023
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To AI or not to AI, to Buy Local or not to Buy Local: A Mathematical Theory of Real Price

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May 09, 2023
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Optimal Compression for Minimizing Classification Error Probability: an Information-Theoretic Approach

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Nov 03, 2022
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A deep learning network with differentiable dynamic programming for retina OCT surface segmentation

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Oct 08, 2022
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