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Compressing Visual-linguistic Model via Knowledge Distillation


Apr 05, 2021
Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lijuan Wang, Yezhou Yang, Zicheng Liu


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TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking


Apr 03, 2021
Peng Chu, Jiang Wang, Quanzeng You, Haibin Ling, Zicheng Liu


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Mesh Graphormer


Apr 01, 2021
Kevin Lin, Lijuan Wang, Zicheng Liu


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Spatial-Temporal Graph Transformer for Multiple Object Tracking


Apr 01, 2021
Peng Chu, Jiang Wang, Quanzeng You, Haibin Ling, Zicheng Liu


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Disentanglement-based Cross-Domain Feature Augmentation for Effective Unsupervised Domain Adaptive Person Re-identification


Mar 25, 2021
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Quanzeng You, Zicheng Liu, Kecheng Zheng, Zhibo Chen


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AutoMix: Unveiling the Power of Mixup


Mar 24, 2021
Zicheng Liu, Siyuan Li, Di Wu, Zhiyuan Chen, Lirong Wu, Jianzhu Guo, Stan Z. Li

* The first version of AutoMix. 13 pages, 11 figures 

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Revisiting Dynamic Convolution via Matrix Decomposition


Mar 15, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos

* Accepted by ICLR 2021 

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Weak NAS Predictors Are All You Need


Feb 21, 2021
Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan


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SEED: Self-supervised Distillation For Visual Representation


Jan 12, 2021
Zhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu

* Accepted as a conference paper at ICLR 2021 

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3D Human motion anticipation and classification


Dec 31, 2020
Emad Barsoum, John Kender, Zicheng Liu

* arXiv admin note: substantial text overlap with arXiv:1711.09561 

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End-to-End Human Pose and Mesh Reconstruction with Transformers


Dec 17, 2020
Kevin Lin, Lijuan Wang, Zicheng Liu


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MiniVLM: A Smaller and Faster Vision-Language Model


Dec 13, 2020
Jianfeng Wang, Xiaowei Hu, Pengchuan Zhang, Xiujun Li, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu


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MicroNet: Towards Image Recognition with Extremely Low FLOPs


Nov 24, 2020
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos


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Asymmetric Siamese Networks for Semantic Change Detection


Oct 12, 2020
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo


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Deep Clustering and Representation Learning that Preserves Geometric Structures


Sep 29, 2020
Lirong Wu, Zicheng Liu, Zelin Zang, Jun Xia, Siyuan Li, Stan. Z Li

* 20 pages 

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VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training


Sep 28, 2020
Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu


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Deep Clustering and Representation Learning with Geometric Structure Preservation


Sep 21, 2020
Lirong Wu, Zicheng Liu, Jun Xia, Siyuan Li, Stan. Z Li

* 20 pages 

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Dynamic ReLU


Mar 22, 2020
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

* Technical report 

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Learning Nonparametric Human Mesh Reconstruction from a Single Image without Ground Truth Meshes


Feb 28, 2020
Kevin Lin, Lijuan Wang, Ying Jin, Zicheng Liu, Ming-Ting Sun


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Dynamic Convolution: Attention over Convolution Kernels


Dec 07, 2019
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

* Technical report 

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Cross-Domain Complementary Learning with Synthetic Data for Multi-Person Part Segmentation


Jul 11, 2019
Kevin Lin, Lijuan Wang, Kun Luo, Yinpeng Chen, Zicheng Liu, Ming-Ting Sun


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Double-Head RCNN: Rethinking Classification and Localization for Object Detection


May 31, 2019
Yue Wu, Yinpeng Chen, Lu Yuan, Zicheng Liu, Lijuan Wang, Hongzhi Li, Yun Fu


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Large Scale Incremental Learning


May 30, 2019
Yue Wu, Yinpeng Chen, Lijuan Wang, Yuancheng Ye, Zicheng Liu, Yandong Guo, Yun Fu


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Rethinking Classification and Localization in R-CNN


Apr 13, 2019
Yue Wu, Yinpeng Chen, Lu Yuan, Zicheng Liu, Lijuan Wang, Hongzhi Li, Yun Fu


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Incremental Classifier Learning with Generative Adversarial Networks


Feb 02, 2018
Yue Wu, Yinpeng Chen, Lijuan Wang, Yuancheng Ye, Zicheng Liu, Yandong Guo, Zhengyou Zhang, Yun Fu

* 10 pages, 6 figures 

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HP-GAN: Probabilistic 3D human motion prediction via GAN


Nov 27, 2017
Emad Barsoum, John Kender, Zicheng Liu


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Person Depth ReID: Robust Person Re-identification with Commodity Depth Sensors


May 28, 2017
Nikolaos Karianakis, Zicheng Liu, Yinpeng Chen, Stefano Soatto

* 13 pages, 6 figures, 5 tables 

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A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories


Apr 26, 2017
Weiyao Lin, Yang Zhou, Hongteng Xu, Junchi Yan, Mingliang Xu, Jianxin Wu, Zicheng Liu

* IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/TPAMI.2016.2608884, 2016. Code for our work is available at http://min.sjtu.edu.cn/lwydemo/Trajectory%20analysis.htm 

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