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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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DEAL: Difficulty-aware Active Learning for Semantic Segmentation

Oct 17, 2020
Shuai Xie, Zunlei Feng, Ying Chen, Songtao Sun, Chao Ma, Mingli Song

* Accepted by ACCV2020 

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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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Unsupervised Learning Facial Parameter Regressor for Action Unit Intensity Estimation via Differentiable Renderer

Aug 20, 2020
Xinhui Song, Tianyang Shi, Zunlei Feng, Mingli Song, Jackie Lin, Chuanjie Lin, Changjie Fan, Yi Yuan


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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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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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Class Regularization: Improve Few-shot Image Classification by Reducing Meta Shift

Dec 18, 2019
Da Chen, Feng Mao, Mingli Song, Yuan He, Xiang Wu, Jinqiao Wang, Wenbin Li, Yongliang Yang, Hui Xue


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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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A Cascade Sequence-to-Sequence Model for Chinese Mandarin Lip Reading

Aug 14, 2019
Ya Zhao, Rui Xu, Mingli Song


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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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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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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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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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Neural Style Transfer: A Review

Oct 30, 2018
Yongcheng Jing, Yezhou Yang, Zunlei Feng, Jingwen Ye, Yizhou Yu, Mingli Song

* Project page: https://github.com/ycjing/Neural-Style-Transfer-Papers 

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Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields

Oct 19, 2018
Yongcheng Jing, Yang Liu, Yezhou Yang, Zunlei Feng, Yizhou Yu, Dacheng Tao, Mingli Song

* Accepted by ECCV2018. Supplementary material: https://yongchengjing.com/pdf/strokeControllable_supp.pdf 

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Selective Zero-Shot Classification with Augmented Attributes

Jul 19, 2018
Jie Song, Chengchao Shen, Jie Lei, An-Xiang Zeng, Kairi Ou, Dacheng Tao, Mingli Song

* To appear in ECCV 2018 

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Dual Swap Disentangling

Jun 23, 2018
Zunlei Feng, Xinchao Wang, Chenglong Ke, Anxiang Zeng, Dacheng Tao, Mingli Song

* Adding the theoretical proof for the disentanglement of labeled pairs 

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Interpretable Partitioned Embedding for Customized Fashion Outfit Composition

Jun 21, 2018
Zunlei Feng, Zhenyun Yu, Yezhou Yang, Yongcheng Jing, Junxiao Jiang, Mingli Song


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