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CARE: Certifiably Robust Learning with Reasoning via Variational Inference


Sep 12, 2022
Jiawei Zhang, Linyi Li, Ce Zhang, Bo Li


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Learning Diverse Tone Styles for Image Retouching


Jul 12, 2022
Haolin Wang, Jiawei Zhang, Ming Liu, Xiaohe Wu, Wangmeng Zuo


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Learning to Order for Inventory Systems with Lost Sales and Uncertain Supplies


Jul 10, 2022
Boxiao Chen, Jiashuo Jiang, Jiawei Zhang, Zhengyuan Zhou


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Iso-CapsNet: Isomorphic Capsule Network for Brain Graph Representation Learning


Jun 27, 2022
Jiawei Zhang

* 11 pages, 3 figures, 2 tables. arXiv admin note: text overlap with arXiv:1908.00187 

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What is a Good Metric to Study Generalization of Minimax Learners?


Jun 20, 2022
Asuman Ozdaglar, Sarath Pattathil, Jiawei Zhang, Kaiqing Zhang

* 34 pages, 2 figures 

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Double Sampling Randomized Smoothing


Jun 17, 2022
Linyi Li, Jiawei Zhang, Tao Xie, Bo Li

* ICML 2022; minor typos fixed compared to carema-ready version 

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VPNets: Volume-preserving neural networks for learning source-free dynamics


Apr 29, 2022
Aiqing Zhu, Beibei Zhu, Jiawei Zhang, Yifa Tang, Jian Liu


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Self-recoverable Adversarial Examples: A New Effective Protection Mechanism in Social Networks


Apr 26, 2022
Jiawei Zhang, Jinwei Wang, Hao Wang, Xiangyang Luo

* 13 pages, 11 figures 

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TOD-CNN: An Effective Convolutional Neural Network for Tiny Object Detection in Sperm Videos


Apr 18, 2022
Shuojia Zou, Chen Li, Hongzan Sun, Peng Xu, Jiawei Zhang, Pingli Ma, Yudong Yao, Xinyu Huang, Marcin Grzegorzek

* 17 pages, 12 figures 

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