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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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Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing

Apr 01, 2020
Hengtong Hu, Lingxi Xie, Richang Hong, Qi Tian

* This paper has been accepted for CVPR2020 

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Circumventing Outliers of AutoAugment with Knowledge Distillation

Mar 25, 2020
Longhui Wei, An Xiao, Lingxi Xie, Xin Chen, Xiaopeng Zhang, Qi Tian

* 18 pages, 4 figures 

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Constraining Temporal Relationship for Action Localization

Feb 18, 2020
Peisen Zhao, Lingxi Xie, Chen Ju, Ya Zhang, Qi Tian


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Disassembling the Dataset: A Camera Alignment Mechanism for Multiple Tasks in Person Re-identification

Jan 23, 2020
Zijie Zhuang, Longhui Wei, Lingxi Xie, Hengheng Zhang, Tianyu Zhang, Haozhe Wu, Haizhou Ai, Qi Tian


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Latency-Aware Differentiable Neural Architecture Search

Jan 17, 2020
Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Bowen Shi, Qi Tian, Hongkai Xiong

* 11 pages, 7 figures 

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Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild

Jan 06, 2020
Xin Chen, Lingxi Xie, Jun Wu, Qi Tian

* An extension of P-DARTS. Previous version: arXiv:1904.12760 

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