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ZARTS: On Zero-order Optimization for Neural Architecture Search


Oct 10, 2021
Xiaoxing Wang, Wenxuan Guo, Junchi Yan, Jianlin Su, Xiaokang Yang


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DAAS: Differentiable Architecture and Augmentation Policy Search


Sep 30, 2021
Xiaoxing Wang, Xiangxiang Chu, Junchi Yan, Xiaokang Yang


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Efficient Person Search: An Anchor-Free Approach


Sep 01, 2021
Yichao Yan, Jinpeng Li, Jie Qin, Shengcai Liao, Xiaokang Yang

* arXiv admin note: substantial text overlap with arXiv:2103.11617 

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Learning to Track Objects from Unlabeled Videos


Aug 28, 2021
Jilai Zheng, Chao Ma, Houwen Peng, Xiaokang Yang

* Accpeted to ICCV2021 

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Task-Specific Normalization for Continual Learning of Blind Image Quality Models


Jul 28, 2021
Weixia Zhang, Kede Ma, Guangtao Zhai, Xiaokang Yang

* 12 pages, 6 figures 

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Angel's Girl for Blind Painters: an Efficient Painting Navigation System Validated by Multimodal Evaluation Approach


Jul 27, 2021
Hang Liu, Menghan Hu, Yuzhen Chen, Qingli Li, Guangtao Zhai, Simon X. Yang, Xiao-Ping Zhang, Xiaokang Yang

* 13 pages, 18 figures 

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Local-to-Global Self-Attention in Vision Transformers


Jul 10, 2021
Jinpeng Li, Yichao Yan, Shengcai Liao, Xiaokang Yang, Ling Shao


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Exploring Visual Context for Weakly Supervised Person Search


Jun 19, 2021
Yichao Yan, Jinpeng Li, Shengcai Liao, Jie Qin, Bingbing Ni, Xiaokang Yang, Ling Shao


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Context-Aware Image Inpainting with Learned Semantic Priors


Jun 14, 2021
Wendong Zhang, Junwei Zhu, Ying Tai, Yunbo Wang, Wenqing Chu, Bingbing Ni, Chengjie Wang, Xiaokang Yang

* Accepted by IJCAI 2021 

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A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs


Jun 09, 2021
Runzhong Wang, Zhigang Hua, Gan Liu, Jiayi Zhang, Junchi Yan, Feng Qi, Shuang Yang, Jun Zhou, Xiaokang Yang


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Making CNNs Interpretable by Building Dynamic Sequential Decision Forests with Top-down Hierarchy Learning


Jun 05, 2021
Yilin Wang, Shaozuo Yu, Xiaokang Yang, Wei Shen


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Learning Multi-Attention Context Graph for Group-Based Re-Identification


Apr 29, 2021
Yichao Yan, Jie Qin, Bingbing Ni, Jiaxin Chen, Li Liu, Fan Zhu, Wei-Shi Zheng, Xiaokang Yang, Ling Shao


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Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction


Mar 30, 2021
Shanyan Guan, Jingwei Xu, Yunbo Wang, Bingbing Ni, Xiaokang Yang

* CVPR 2021, the project page: https://sites.google.com/view/humanmeshboa 

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IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking


Mar 27, 2021
Shuai Jia, Yibing Song, Chao Ma, Xiaokang Yang

* Accepted by CVPR2021 

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Learning Comprehensive Motion Representation for Action Recognition


Mar 23, 2021
Mingyu Wu, Boyuan Jiang, Donghao Luo, Junchi Yan, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Xiaokang Yang

* Accepted by AAAI21 

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Continual Learning for Blind Image Quality Assessment


Feb 19, 2021
Weixia Zhang, Dingquan Li, Chao Ma, Guangtao Zhai, Xiaokang Yang, Kede Ma

* 14 pages, 6 figures 

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Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting


Jan 31, 2021
Longyuan Li, Junchi Yan, Xiaokang Yang, Yaohui Jin

* IJCAI 2019 

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DS-Net: Dynamic Spatiotemporal Network for Video Salient Object Detection


Dec 09, 2020
Yuting Su, Weikang Wang, Jing Liu, Peiguang Jing, Xiaokang Yang


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Combinatorial Learning of Graph Edit Distance via Dynamic Embedding


Dec 01, 2020
Runzhong Wang, Tianqi Zhang, Tianshu Yu, Junchi Yan, Xiaokang Yang


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ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradients Accumulation


Nov 23, 2020
Xiaoxing Wang, Xiangxiang Chu, Yuda Fan, Zhexi Zhang, Xiaolin Wei, Junchi Yan, Xiaokang Yang

* Observe new collapse in memory efficient NAS and address it using ROME 

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Language-guided Navigation via Cross-Modal Grounding and Alternate Adversarial Learning


Nov 22, 2020
Weixia Zhang, Chao Ma, Qi Wu, Xiaokang Yang

* Accepted to IEEE TCSVT 

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Hierarchical Style-based Networks for Motion Synthesis


Aug 24, 2020
Jingwei Xu, Huazhe Xu, Bingbing Ni, Xiaokang Yang, Xiaolong Wang, Trevor Darrell

* ECCV 2020, Project Page:\ 

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Cross-Modality 3D Object Detection


Aug 16, 2020
Ming Zhu, Chao Ma, Pan Ji, Xiaokang Yang

* Accepted by WACV 2021 

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Robust Tracking against Adversarial Attacks


Jul 29, 2020
Shuai Jia, Chao Ma, Yibing Song, Xiaokang Yang

* Accepted by ECCV2020 

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Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering


Jul 19, 2020
Ruixue Tang, Chao Ma, Wei Emma Zhang, Qi Wu, Xiaokang Yang

* To appear in ECCV 2020 

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Collaborative Learning for Faster StyleGAN Embedding


Jul 03, 2020
Shanyan Guan, Ying Tai, Bingbing Ni, Feida Zhu, Feiyue Huang, Xiaokang Yang

* 10 pages, 11 figures 

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Video Prediction via Example Guidance


Jul 03, 2020
Jingwei Xu, Huazhe Xu, Bingbing Ni, Xiaokang Yang, Trevor Darrell

* ICML 2020 
* Project Page: https://sites.google.com/view/vpeg-supp/home 

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Uncertainty-Aware Blind Image Quality Assessment in the Laboratory and Wild


Jun 10, 2020
Weixia Zhang, Kede Ma, Guangtao Zhai, Xiaokang Yang

* Under review. The implementations are available at https://github.com/zwx8981/UNIQUE 

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Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds


Jun 05, 2020
Zhongpai Gao, Guangtao Zhai, Junchi Yan, Xiaokang Yang


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