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Mod-Squad: Designing Mixture of Experts As Modular Multi-Task Learners


Dec 15, 2022
Zitian Chen, Yikang Shen, Mingyu Ding, Zhenfang Chen, Hengshuang Zhao, Erik Learned-Miller, Chuang Gan

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General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments


Dec 11, 2022
Xiaogang Xu, Hengshuang Zhao, Philip Torr, Jiaya Jia

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$BT^2$: Backward-compatible Training with Basis Transformation


Nov 08, 2022
Yifei Zhou, Zilu Li, Abhinav Shrivastava, Hengshuang Zhao, Antonio Torralba, Taipeng Tian, Ser-Nam Lim

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* 13 pages, 2 figures 

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Point Transformer V2: Grouped Vector Attention and Partition-based Pooling


Oct 12, 2022
Xiaoyang Wu, Yixing Lao, Li Jiang, Xihui Liu, Hengshuang Zhao

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* Accepted at NeurIPS 2022 

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SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness


Jul 25, 2022
Jindong Gu, Hengshuang Zhao, Volker Tresp, Philip Torr

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* European Conference on Computer Vision (ECCV) , 2022 

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DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation


Jul 20, 2022
Xin Lai, Zhuotao Tian, Xiaogang Xu, Yingcong Chen, Shu Liu, Hengshuang Zhao, Liwei Wang, Jiaya Jia

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* Accepted to ECCV 2022. Code is available at https://github.com/dvlab-research/DecoupleNet 

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Universal Adaptive Data Augmentation


Jul 14, 2022
Xiaogang Xu, Hengshuang Zhao, Philip Torr

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* under submission 

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FocalClick: Towards Practical Interactive Image Segmentation


Apr 17, 2022
Xi Chen, Zhiyan Zhao, Yilei Zhang, Manni Duan, Donglian Qi, Hengshuang Zhao

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* CVPR2022 

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Stratified Transformer for 3D Point Cloud Segmentation


Mar 28, 2022
Xin Lai, Jianhui Liu, Li Jiang, Liwei Wang, Hengshuang Zhao, Shu Liu, Xiaojuan Qi, Jiaya Jia

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* Accepted to CVPR2022. Code is avaiable at https://github.com/dvlab-research/Stratified-Transformer 

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