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Xinchao Wang
SPAGAN: Shortest Path Graph Attention Network

Jan 10, 2021
Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao

* Accepted by IJCAI 2019 
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Progressive Network Grafting for Few-Shot Knowledge Distillation

Dec 11, 2020
Chengchao Shen, Xinchao Wang, Youtan Yin, Jie Song, Sihui Luo, Mingli Song

* Accepted to AAAI 2021 
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Overcoming Catastrophic Forgetting in Graph Neural Networks

Dec 10, 2020
Huihui Liu, Yiding Yang, Xinchao Wang

* Accepted by AAAI 2021 
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SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data

Dec 09, 2020
Shaoli Huang, Xinchao Wang, Dacheng Tao

* Accepted by AAAI2021 
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Learning Propagation Rules for Attribution Map Generation

Oct 14, 2020
Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang

* Accepted by ECCV 2020 
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Factorizable Graph Convolutional Networks

Oct 12, 2020
Yiding Yang, Zunlei Feng, Mingli Song, Xinchao Wang

* Accepted by NeurIPS 2020 
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Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets

Jul 18, 2020
Weihong Ren, Xinchao Wang, Jiandong Tian, Yandong Tang, Antoni B. Chan

* 14 pages 
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Impression Space from Deep Template Network

Jul 10, 2020
Gongfan Fang, Xinchao Wang, Haofei Zhang, Jie Song, Mingli Song


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Disassembling Object Representations without Labels

Apr 03, 2020
Zunlei Feng, Xinchao Wang, Yongming He, Yike Yuan, Xin Gao, Mingli Song


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Learning Oracle Attention for High-fidelity Face Completion

Mar 31, 2020
Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao

* Accepted to CVPR 2020 
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Distilling Knowledge from Graph Convolutional Networks

Mar 28, 2020
Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang

* Accepted by CVPR 2020 
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Distillating Knowledge from Graph Convolutional Networks

Mar 25, 2020
Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang

* Accepted by CVPR 2020 
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Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN

Mar 20, 2020
Jingwen Ye, Yixin Ji, Xinchao Wang, Xin Gao, Mingli Song

* Accepted by CVPR 2020 
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DEPARA: Deep Attribution Graph for Deep Knowledge Transferability

Mar 17, 2020
Jie Song, Yixin Chen, Jingwen Ye, Xinchao Wang, Chengchao Shen, Feng Mao, Mingli Song

* Accepted by CVPR2020 (oral) 
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Data-Free Adversarial Distillation

Dec 29, 2019
Gongfan Fang, Jie Song, Chengchao Shen, Xinchao Wang, Da Chen, Mingli Song


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Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers

Nov 26, 2019
Ya Zhao, Rui Xu, Xinchao Wang, Peng Hou, Haihong Tang, Mingli Song

* AAAI 2020 
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Dynamic Instance Normalization for Arbitrary Style Transfer

Nov 16, 2019
Yongcheng Jing, Xiao Liu, Yukang Ding, Xinchao Wang, Errui Ding, Mingli Song, Shilei Wen

* Accepted to AAAI 2020 (Oral) 
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Deep Model Transferability from Attribution Maps

Oct 14, 2019
Jie Song, Yixin Chen, Xinchao Wang, Chengchao Shen, Mingli Song

* Accepted by NeurIPS 2019 
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Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation

Aug 20, 2019
Chengchao Shen, Mengqi Xue, Xinchao Wang, Jie Song, Li Sun, Mingli Song

* Accepted to ICCV 2019 
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Knowledge Amalgamation from Heterogeneous Networks by Common Feature Learning

Jun 24, 2019
Sihui Luo, Xinchao Wang, Gongfan Fang, Yao Hu, Dapeng Tao, Mingli Song

* IJCAI 2019, 7 pages, the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019) 
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One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation

Jun 05, 2019
Chenhong Zhou, Changxing Ding, Xinchao Wang, Zhentai Lu, Dacheng Tao

* 13 pages, 6 figures. Code will be released 
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Amalgamating Filtered Knowledge: Learning Task-customized Student from Multi-task Teachers

May 28, 2019
Jingwen Ye, Xinchao Wang, Yixin Ji, Kairi Ou, Mingli Song

* Accepted by IJCAI 2019 
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Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts

May 20, 2019
Jue Wang, Shaoli Huang, Xinchao Wang, Dacheng Tao


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Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More

Apr 23, 2019
Jingwen Ye, Yixin Ji, Xinchao Wang, Kairi Ou, Dapeng Tao, Mingli Song

* Accepted by CVPR 2019 
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A Light Dual-Task Neural Network for Haze Removal

Apr 12, 2019
Yu Zhang, Xinchao Wang, Xiaojun Bi, Dacheng Tao

* IEEE Signal Processing Letters, 2018, 25(8): 1231-1235 
 * 6 pages, 4 figures 
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Amalgamating Knowledge towards Comprehensive Classification

Dec 03, 2018
Chengchao Shen, Xinchao Wang, Jie Song, Li Sun, Mingli Song

* Accepted to AAAI 2019 
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Horizontal Pyramid Matching for Person Re-identification

Sep 20, 2018
Yang Fu, Yunchao Wei, Yuqian Zhou, Honghui Shi, Gao Huang, Xinchao Wang, Zhiqiang Yao, Thomas Huang

* 9 pages, 4 figures 
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Wide Activation for Efficient and Accurate Image Super-Resolution

Aug 27, 2018
Jiahui Yu, Yuchen Fan, Jianchao Yang, Ning Xu, Zhaowen Wang, Xinchao Wang, Thomas Huang

* tech report and factsheet 
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