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Decoupling Object Detection from Human-Object Interaction Recognition


Dec 13, 2021
Ying Jin, Yinpeng Chen, Lijuan Wang, Jianfeng Wang, Pei Yu, Lin Liang, Jenq-Neng Hwang, Zicheng Liu


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Improving Vision Transformers for Incremental Learning


Dec 12, 2021
Pei Yu, Yinpeng Chen, Ying Jin, Zicheng Liu


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BEVT: BERT Pretraining of Video Transformers


Dec 02, 2021
Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan


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Unsupervised Finetuning


Oct 18, 2021
Suichan Li, Dongdong Chen, Yinpeng Chen, Lu Yuan, Lei Zhang, Qi Chu, Bin Liu, Nenghai Yu


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Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop


Oct 14, 2021
Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin


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Mobile-Former: Bridging MobileNet and Transformer


Aug 12, 2021
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu


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MicroNet: Improving Image Recognition with Extremely Low FLOPs


Aug 12, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos

* ICCV 2021, code is available at https://github.com/liyunsheng13/micronet}{https://github.com/liyunsheng13/micronet 

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Is Object Detection Necessary for Human-Object Interaction Recognition?


Jul 27, 2021
Ying Jin, Yinpeng Chen, Lijuan Wang, Jianfeng Wang, Pei Yu, Zicheng Liu, Jenq-Neng Hwang


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Improve Unsupervised Pretraining for Few-label Transfer


Jul 26, 2021
Suichan Li, Dongdong Chen, Yinpeng Chen, Lu Yuan, Lei Zhang, Qi Chu, Bin Liu, Nenghai Yu

* ICCV 2021. arXiv admin note: substantial text overlap with arXiv:2012.05899 

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Dynamic Head: Unifying Object Detection Heads with Attentions


Jun 15, 2021
Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang

* CVPR 2021 camera ready with extensions 

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Dynamic Transfer for Multi-Source Domain Adaptation


Mar 19, 2021
Yunsheng Li, Lu Yuan, Yinpeng Chen, Pei Wang, Nuno Vasconcelos

* Accepted by CVPR 2021 

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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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Are Fewer Labels Possible for Few-shot Learning?


Dec 10, 2020
Suichan Li, Dongdong Chen, Yinpeng Chen, Lu Yuan, Lei Zhang, Qi Chu, Nenghai Yu


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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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DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search


Mar 27, 2020
Xiyang Dai, Dongdong Chen, Mengchen Liu, Yinpeng Chen, Lu Yuan


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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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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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Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning


Nov 24, 2019
Fuxun Yu, Di Wang, Yinpeng Chen, Nikolaos Karianakis, Pei Yu, Dimitrios Lymberopoulos, Xiang Chen


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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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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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