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Conformer: Local Features Coupling Global Representations for Visual Recognition


May 09, 2021
Zhiliang Peng, Wei Huang, Shanzhi Gu, Lingxi Xie, Yaowei Wang, Jianbin Jiao, Qixiang Ye

* submitted to iccv2021 

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Visformer: The Vision-friendly Transformer


Apr 27, 2021
Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian


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Location-Sensitive Visual Recognition with Cross-IOU Loss


Apr 11, 2021
Kaiwen Duan, Lingxi Xie, Honggang Qi, Song Bai, Qingming Huang, Qi Tian

* 13 pages, 7 figures and 5 tables 

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Spatiotemporal Transformer for Video-based Person Re-identification


Mar 30, 2021
Tianyu Zhang, Longhui Wei, Lingxi Xie, Zijie Zhuang, Yongfei Zhang, Bo Li, Qi Tian

* 10 pages, 7 figures 

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MagDR: Mask-guided Detection and Reconstruction for Defending Deepfakes


Mar 26, 2021
Zhikai Chen, Lingxi Xie, Shanmin Pang, Yong He, Bo Zhang

* Accepted to CVPR2021 

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Interactive Fusion of Multi-level Features for Compositional Activity Recognition


Dec 10, 2020
Rui Yan, Lingxi Xie, Xiangbo Shu, Jinhui Tang


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UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identification


Dec 09, 2020
Tianyu Zhang, Lingxi Xie, Longhui Wei, Zijie Zhuang, Yongfei Zhang, Bo Li, Qi Tian

* 10 pages, 5 figure 

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Hierarchical Semantic Aggregation for Contrastive Representation Learning


Dec 04, 2020
Haohang Xu, Xiaopeng Zhang, Hao Li, Lingxi Xie, Hongkai Xiong, Qi Tian


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Privileged Knowledge Distillation for Online Action Detection


Dec 03, 2020
Peisen Zhao, Lingxi Xie, Ya Zhang, Yanfeng Wang, Qi Tian


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Batch Normalization with Enhanced Linear Transformation


Nov 28, 2020
Yuhui Xu, Lingxi Xie, Cihang Xie, Jieru Mei, Siyuan Qiao, Wei Shen, Hongkai Xiong, Alan Yuille

* 12 pages. The code is available at https://github.com/yuhuixu1993/BNET 

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Omni-GAN: On the Secrets of cGANs and Beyond


Nov 26, 2020
Peng Zhou, Lingxi Xie, Bingbing Ni, Qi Tian

* Code is available at https://github.com/PeterouZh/Omni-GAN-PyTorch 

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Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations


Nov 19, 2020
Xinyue Huo, Lingxi Xie, Longhui Wei, Xiaopeng Zhang, Hao Li, Zijie Yang, Wengang Zhou, Houqiang Li, Qi Tian

* 10 pages, 4 figures, 6 tables 

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Can Semantic Labels Assist Self-Supervised Visual Representation Learning?


Nov 17, 2020
Longhui Wei, Lingxi Xie, Jianzhong He, Jianlong Chang, Xiaopeng Zhang, Wengang Zhou, Houqiang Li, Qi Tian

* 10 pages, 4 figures, 8 tables 

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One-bit Supervision for Image Classification


Sep 16, 2020
Hengtong Hu, Lingxi Xie, Zewei Du, Richang Hong, Qi Tian


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Reinforced Axial Refinement Network for Monocular 3D Object Detection


Aug 31, 2020
Lijie Liu, Chufan Wu, Jiwen Lu, Lingxi Xie, Jie Zhou, Qi Tian

* Accepted by ECCV 2020 

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Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap


Aug 05, 2020
Lingxi Xie, Xin Chen, Kaifeng Bi, Longhui Wei, Yuhui Xu, Zhengsu Chen, Lanfei Wang, An Xiao, Jianlong Chang, Xiaopeng Zhang, Qi Tian

* 24 pages, 3 figures, 2 tables, meta data updated 

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Corner Proposal Network for Anchor-free, Two-stage Object Detection


Jul 27, 2020
Kaiwen Duan, Lingxi Xie, Honggang Qi, Song Bai, Qingming Huang, Qi Tian

* 18 pages (including 3 pages of References), 3 figures, 7 tables, accepted by ECCV 2020 

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Social Adaptive Module for Weakly-supervised Group Activity Recognition


Jul 18, 2020
Rui Yan, Lingxi Xie, Jinhui Tang, Xiangbo Shu, Qi Tian

* Accepted by ECCV2020 

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ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation


Jul 16, 2020
Xinyue Huo, Lingxi Xie, Jianzhong He, Zijie Yang, Qi Tian


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Universal-to-Specific Framework for Complex Action Recognition


Jul 13, 2020
Peisen Zhao, Lingxi Xie, Ya Zhang, Qi Tian

* 13 pages, 8 figures 

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GOLD-NAS: Gradual, One-Level, Differentiable


Jul 07, 2020
Kaifeng Bi, Lingxi Xie, Xin Chen, Longhui Wei, Qi Tian

* 14 pages, 5 figures 

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Discretization-Aware Architecture Search


Jul 07, 2020
Yunjie Tian, Chang Liu, Lingxi Xie, Jianbin Jiao, Qixiang Ye

* 14 pages, 7 figures 

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Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks


Jun 25, 2020
Peng Zhou, Lingxi Xie, Xiaopeng Zhang, Bingbing Ni, Qi Tian

* 20 pages. Code is available at \url{https://github.com/PeterouZh/NAS_cGAN

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ATSO: Asynchronous Teacher-Student Optimizationfor Semi-Supervised Medical Image Segmentation


Jun 24, 2020
Xinyue Huo, Lingxi Xie, Jianzhong He, Zijie Yang, Qi Tian


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Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks


Apr 17, 2020
Xin Chen, Lingxi Xie, Jun Wu, Longhui Wei, Yuhui Xu, Qi Tian

* 17 pages, 2 figures and 3 tables 

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Unsupervised Person Re-identification via Softened Similarity Learning


Apr 07, 2020
Yutian Lin, Lingxi Xie, Yu Wu, Chenggang Yan, Qi Tian

* Accepted to CVPR 2020 

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Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio


Apr 06, 2020
Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian


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