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SOM-Net: Unrolling the Subspace-based Optimization for Solving Full-wave Inverse Scattering Problems


Sep 08, 2022
Yu Liu, Hao Zhao, Rencheng Song, Xudong Chen, Chang Li, Xun Chen

* 14 pages, 20 figures 

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Towards Robust Face Recognition with Comprehensive Search


Aug 29, 2022
Manyuan Zhang, Guanglu Song, Yu Liu, Hongsheng Li

* Accepted in ECCV 2022 

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Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization


Aug 18, 2022
Xizhe Xue, Dongdong Yu, Lingqiao Liu, Yu Liu, Ying Li, Zehuan Yuan, Ping Song, Mike Zheng Shou


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Unifying Visual Perception by Dispersible Points Learning


Aug 18, 2022
Jianming Liang, Guanglu Song, Biao Leng, Yu Liu

* Accepted by ECCV 2022. Code: https://github.com/Sense-X/UniHead 

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Reduced Implication-bias Logic Loss for Neuro-Symbolic Learning


Aug 14, 2022
Haoyuan He, Wangzhou Dai, Ming Li, Yu Liu, Yongchang Ma


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Rethinking Robust Representation Learning Under Fine-grained Noisy Faces


Aug 08, 2022
Bingqi Ma, Guanglu Song, Boxiao Liu, Yu Liu

* Accept to ECCV 2022 

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Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer


Jul 29, 2022
Hao Shao, Letian Wang, RuoBing Chen, Hongsheng Li, Yu Liu


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TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers


Jul 18, 2022
Jihao Liu, Boxiao Liu, Hang Zhou, Hongsheng Li, Yu Liu

* ECCV 2022; Code: https://github.com/Sense-X/TokenMix 

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UniNet: Unified Architecture Search with Convolution, Transformer, and MLP


Jul 12, 2022
Jihao Liu, Xin Huang, Guanglu Song, Yu Liu, Hongsheng Li

* ECCV 2022, code at https://github.com/Sense-X/UniNet. arXiv admin note: substantial text overlap with arXiv:2110.04035 

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DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy


Jun 27, 2022
Yu Liu, Kurt Weiss, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng

* Accepted by 25th International Conference on Medical Image Computing and Computer Assisted Intervention 

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