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SQ-SLAM: Monocular Semantic SLAM Based on Superquadric Object Representation


Sep 22, 2022
Xiao Han, Lu Yang

* Submitted to ICRA 2023 

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DeepNoise: Disentanglement of Experimental Noise from Real Biological Signals based on Fluorescent Microscopy Image Classification via Deep Learning


Sep 13, 2022
Sen Yang, Tao Shen, Yuqi Fang, Xiyue Wang, Jun Zhang, Wei Yang, Junzhou Huang, Xiao Han


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Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment


Aug 11, 2022
Jie Zhu, Leye Wang, Xiao Han

* Accepted by ASE2022. Camera-ready Version 

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Large-Scale Product Retrieval with Weakly Supervised Representation Learning


Aug 01, 2022
Xiao Han, Kam Woh Ng, Sauradip Nag, Zhiyu Qu

* FGVC9 CVPR2022 

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FashionViL: Fashion-Focused Vision-and-Language Representation Learning


Jul 17, 2022
Xiao Han, Licheng Yu, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang

* ECCV 2022 

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Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks


May 28, 2022
Xiao Han, Leye Wang, Junjie Wu, Yuncong Yang


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Pan-cancer computational histopathology reveals tumor mutational burden status through weakly-supervised deep learning


Apr 07, 2022
Siteng Chen, Jinxi Xiang, Xiyue Wang, Jun Zhang, Sen Yang, Junzhou Huang, Wei Yang, Junhua Zheng, Xiao Han

* 19 pages; 8 figures 

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UIGR: Unified Interactive Garment Retrieval


Apr 06, 2022
Xiao Han, Sen He, Li Zhang, Yi-Zhe Song, Tao Xiang

* CVPRW 2022 

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HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing


Dec 15, 2021
Xiao Han, Yuncong Yang, Junjie Wu


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Data Valuation for Vertical Federated Learning: An Information-Theoretic Approach


Dec 15, 2021
Xiao Han, Leye Wang, Junjie Wu


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