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Dacheng Tao

JD Explore Academy, JD.com, China

DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation


Jul 22, 2021
Li Gao, Jing Zhang, Lefei Zhang, Dacheng Tao

* Accepted by ACM MM2021. Corrected a typo in Table 2 

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Deep Automatic Natural Image Matting


Jul 15, 2021
Jizhizi Li, Jing Zhang, Dacheng Tao

* Accepted to IJCAI-21, code and dataset available at https://github.com/JizhiziLi/AIM 

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Efficient Vision Transformers via Fine-Grained Manifold Distillation


Jul 06, 2021
Ding Jia, Kai Han, Yunhe Wang, Yehui Tang, Jianyuan Guo, Chao Zhang, Dacheng Tao


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On exploring practical potentials of quantum auto-encoder with advantages


Jun 29, 2021
Yuxuan Du, Dacheng Tao


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One-Shot Affordance Detection


Jun 28, 2021
Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao


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TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition


Jun 28, 2021
Wenyuan Xue, Baosheng Yu, Wen Wang, Dacheng Tao, Qingyong Li


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Accelerating variational quantum algorithms with multiple quantum processors


Jun 24, 2021
Yuxuan Du, Yang Qian, Dacheng Tao


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GAN-MDF: A Method for Multi-fidelity Data Fusion in Digital Twins


Jun 24, 2021
Lixue Liu, Chao Zhang, Dacheng Tao


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Local AdaGrad-Type Algorithm for Stochastic Convex-Concave Minimax Problems


Jun 18, 2021
Luofeng Liao, Li Shen, Jia Duan, Mladen Kolar, Dacheng Tao

* 24 pages 

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Progressive Multi-Granularity Training for Non-Autoregressive Translation


Jun 11, 2021
Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu

* ACL 2021, Short Findings 

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The dilemma of quantum neural networks


Jun 09, 2021
Yang Qian, Xinbiao Wang, Yuxuan Du, Xingyao Wu, Dacheng Tao


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Commutative Lie Group VAE for Disentanglement Learning


Jun 07, 2021
Xinqi Zhu, Chang Xu, Dacheng Tao

* Accepted in ICML2021 

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ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias


Jun 07, 2021
Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao

* 17 pages 

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A Comprehensive Survey on Image Dehazing Based on Deep Learning


Jun 07, 2021
Jie Gui, Xiaofeng Cong, Yuan Cao, Wenqi Ren, Jun Zhang, Jing Zhang, Dacheng Tao

* Paper accepted at IJCAI 2021 (Survey Track) 

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Brain Age Estimation From MRI Using Cascade Networks with Ranking Loss


Jun 06, 2021
Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu

* Accepted by IEEE transactions on Medical Imaging, 13 pages, 6 figures 

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Patch Slimming for Efficient Vision Transformers


Jun 05, 2021
Yehui Tang, Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo, Chao Xu, Dacheng Tao


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Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation


Jun 02, 2021
Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu

* ACL 2021 

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End-to-end One-shot Human Parsing


May 04, 2021
Haoyu He, Jing Zhang, Bohan Zhuang, Jianfei Cai, Dacheng Tao

* 15 pages, 7 figures 

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Privacy-Preserving Portrait Matting


Apr 29, 2021
Jizhizi Li, Sihan Ma, Jing Zhang, Dacheng Tao


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Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding


Apr 13, 2021
Di Wu, Yiren Chen, Liang Ding, Dacheng Tao

* Work in progress 

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Glance and Gaze: Inferring Action-aware Points for One-Stage Human-Object Interaction Detection


Apr 12, 2021
Xubin Zhong, Xian Qu, Changxing Ding, Dacheng Tao

* Accepted to CVPR2021 

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MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data


Apr 08, 2021
Hao Guan, Chaoyue Wang, Dacheng Tao

* 19 pages, 13 figures 

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Where and What? Examining Interpretable Disentangled Representations


Apr 07, 2021
Xinqi Zhu, Chang Xu, Dacheng Tao

* CVPR2021 

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Affordance Transfer Learning for Human-Object Interaction Detection


Apr 07, 2021
Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao

* Accepted to CVPR2021 

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Online Multiple Object Tracking with Cross-Task Synergy


Apr 01, 2021
Song Guo, Jingya Wang, Xinchao Wang, Dacheng Tao

* accepted by CVPR 2021 

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Towards understanding the power of quantum kernels in the NISQ era


Mar 31, 2021
Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao


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Detecting Human-Object Interaction via Fabricated Compositional Learning


Mar 25, 2021
Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao

* Accepted to CVPR2021; update code, figures, appendix(Object Detector Analysis) 

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