2019

  • Main-Secondary Network for Defect Segmentation of Textured Surface Images. Yu Xie, Fangrui Zhu, Yanwei Fu, IEEE Winter Conference on Applications of Computer Vision (WACV 2020)

  • Needles in a Haystack: Tracking City-Scale Moving Vehicles from Continuously Moving Satellite. Wei Ao, Yanwei Fu, Xiyue Hou, and Feng Xu, IEEE Transaction on Image Processing (to appear)

  • Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition, Satoshi Tsutsui, Yanwei Fu, David Crandall. NeurPIS 2019. (This work is done during Satoshi visiting my lab in Fudan).

  • Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation, Chao Wen, Yinda Zhang, Zhuwen Li, Yanwei Fu, ICCV 2019.

  • Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks, Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Chenggang Yan, and Yi Yang. IEEE Transaction on Cybernetics.

  • Comp-GAN: Compositional Generative Adversarial Network in Synthesizing and Recognizing Facial Expression. Wenxuan Wang, Qiang Sun, Yanwei Fu, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang and Xiangyang Xue. ACM MM 2019

  • Embodied One-Shot Video Recognition: Learning from Actions of a Virtual Embodied Agent. Yuqian Fu, Chengrong Wang, Yanwei Fu, Yu-Xiong Wang, Cong Bai, Xiangyang Xue and Yu-Gang Jiang. ACM MM 2019

  • TC-Net for iSBIR: Triplet Classification Network for instance-level Sketch Based Image Retrieval. Hangyu Lin, Peng Lu, Yanwei Fu, Shaogang Gong, Xiangyang Xue and Yu-Gang Jiang. ACM MM 2019

  • Leader-based Multi-scale Attention Deep Architectures for Person Re-identification. Xuelin Qian, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, IEEE TPAMI to appear

  • Learning to score figure skating sport videos. Chengming Xu, Yanwei Fu, Zitian Chen, Bing Zhang, Yu-Gang Jiang, Xiangyang Xue, IEEE TCSVT 2019

  • A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization. Guoyun Tu, Yanwei Fu, Boyang Li, Jiarui Gao, Yu-Gang Jiang and Xiangyang Xue. IEEE TMM 2019.

  • Vocabulary-informed Zero-shot and Open-set Learning. Yanwei Fu, Xiaomei Wang, Hanze Dong, Yu-Gang Jiang, Meng Wang, Xiangyang Xue, Leonid Sigal. IEEE TPAMI to appear
  • Stacked Self-Attention Networks For Visual Question Answering. Qiang Sun, Yanwei Fu. ACM ICMR 2019 (short paper)

  • Take Goods from Shelves: A Dataset for Class-Incremental Object Detection (full paper). Yu Hao, Yanwei Fu, Yu-Gang Jiang. ACM ICMR 2019

  • Large-scale Datasets for Going Deeper in Image Understanding. He Zheng, Bo Zhao, Yixin Li, Baoming Yan, Rui Liang, Wenjia Wang, Shipei Zhou, Guosen Lin, Yanwei Fu, Yizhou Wang, Yonggang Wang. IEEE ICME 2019. A dataset paper collaborated with Sinovation Ventures, and Peking University

  • AN END-TO-END ARCHITECTURE FOR CLASS-INCREMENTAL OBJECT DETECTION WITH KNOWLEDGE DISTILLATION. Yu Hao, Yanwei Fu, Yu-Gang Jiang, Qi Tian. IEEE ICME. 2019

  • Multi-level Semantic Feature Augmentation for One-shot Learning. Zitian Chen, Yanwei Fu, Yinda Zhang, Yu-Gang Jiang, Xiangyang Xue, and Leonid Sigal. IEEE Transaction on Image Processing (IEEE TIP 2019)

  • PARASITIC GAN FOR SEMI-SUPERVISED BRAIN TUMOR SEGMENTATION. Yi Sun, Chengfeng Zhou, Yanwei Fu, Xiangyang Xue. IEEE ICIP 2019

  • WAVELET U-NET AND THE CHROMATIC ADAPTATION TRANSFORM FOR SINGLE IMAGE DEHAZING. Hao-Hsiang Yang, Yanwei Fu. IEEE ICIP 2019

  • Image Deformation Meta-Networks for One-Shot Learning. Zitian Chen, Yanwei Fu, Yu-Xiong Wang, Lin Ma, Wei Liu, Martial Hebert. CVPR 2019 (Oral)

  • Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models. Yu-ting Qiang, Yanwei Fu, Yanwei Fu, Xiao Yu, Yanwen Guo, Zhi-Hua Zhou and Leonid Sigal.  Journal of Computer Science and Technology (JCST). 2019

  • Image Block Augmentation for One-Shot Learning. Zitian Chen, Yanwei Fu, Kaiyu Chen, Yu-Gang Jiang, AAAI 2019

2018

  • Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning. Yunlong Yu, Zhong Ji, Yanwei Fu, Jichang Guo, Yanwei Pang, Zhongfei Zhang, NIPS 2018

  • Pose-Normalized Image Generation for Person Re-identification . Xuelin Qian, Yanwei Fu, Tao Xiang, Wenxuan Wang, Jie Qiu, Yang Wu, Yu-Gang Jiang, and Xiangyang Xue. ECCV 2018

  • Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Wei Liu, Yu-Gang Jiang. ECCV 2018   Arxiv: 1804.01654 Project page (codes&models): http://bigvid.fudan.edu.cn/pixel2mesh/

  • MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning. Bo Zhao, Xinwei Sun, Yanwei Fu, Yizhou Wang, Yuan Yao. ICML 2018

  • Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks. Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang. IJCAI 2018

  • Harnessing Synthesized Abstraction Images to Improve Facial Attribute Recognition. Keke He, Yanwei Fu, Wuhao Zhang, Chengjie Wang,Yu-Gang Jiang, Feiyue Huang, Xiangyang Xue. IJCAI 2018

  • Dual Skipping Networks   Changmao Cheng, Yanwei Fu, Yu-Gang Jiang, Wei Liu, Wenlian Lu, Jianfeng Feng, Xiangyang Xue. CVPR 2018

  • https://challenger.ai/competition/zsl2018/     We help Sinovation Ventures to host a zero-shot grant challenge.

2017

                Yanwei Fu, Tao Xiang, Leonid Sigal, Yu-Gang Jiang, Xiangyang Xue, Shaogang Gong.

  • Multi-scale Deep Learning Architectures for Person Re-identification

    Xuelin Qian, Yanwei Fu(*),  Yu-gang Jiang, Tao Xiang and Xiangyang Xue; ICCV 2017          

                   *: corresponding authour

            Yuting Qiang, Yanwei Fu, Xiao Yu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal; arxiv: CoRR abs/1702.06228 (2017)

        Keke He, Yanwei Fu (*), Zhanxiong Wang, Yu-Gang Jiang, Rui Feng and Xiangyang Xue; ACM Multimedia 2017

                *: corresponding authour

        Weidong Yin, Yanwei Fu (*), Yiqing Ma, Yu-gang Jiang, Tao Xiang and Xiangyang Xue; ACM Multimedia 2017

                *: corresponding authour (The dataset is released in   https://challenger.ai/competition/zsl2018/ )

                   The  whole hairstyle dataset could be downloaded from: http://www.sdspeople.fudan.edu.cn/fuyanwei/dataset/hairstyle/

        Zhanxiong Wang, Keke He, Yanwei Fu (*), Rui Feng, Yu-Gang Jiang, and Xiangyang Xue; accepted by ACM ICMR 2017;

               *: corresponding authour

        Jiarui Gao, Yanwei Fu (*), Yu-Gang Jiang, Xiangyang Xue; ACM ICMR 2017

              *: corresponding authour

        Zuxuan Wu, Ting Yao, Yanwei Fu and Yu-Gang Jiang ACM Book on Frontiers of Multimedia Research

        Baohan Xu, Yanwei Fu(*), Yu-Gang Jiang, Boyang Li and Leonid Sigal; accepted by IEEE TAC2017

              *: corresponding authour

2016

            Baohan Xu, Yanwei Fu, Yu-Gang Jiang. MediaEval 2016 Workshop, 2016.

            Baohan Xu, Yanwei Fu, Yu-Gang Jiang, Boyang Li and Leonid Sigal; ICMR 2016 (long paper, oral, accept rate 18%) [slides]

            Yanwei Fu, Arxiv paper.

            Yanwei Fu; Timothy M. Hospedales; Jiechao Xiong; Tao Xiang; Shaogang Gong ; Yuan Yao; Yizhou Wang; (IEEE TPAMI,March                 2016, vol 38(3), Page 563-577, SCI/EI, impact factor 6.077 [codes]

            Yu-ting Qiang, Yanwei Fu, Yanwen Guo, Zhi-hua Zhou, Leonid Sigal, AAAI 2016.

            codePress/Blog Release   Weibo  Twitter Comments

2015

            Yanwei Fu, De-An Huang and Leonid Sigal, Arxiv paper.

            Xi Zhang, Yanwei Fu, S. Jiang, Leonid Sigal and G. Agam, IEEE ICMLA, 2015.

2014

           Yanwei Fu; Timothy M. Hospedales; Tao XiangShaogang Gong. (IEEE Transaction on Pattern Analysis and Machine                                 Intelligence, 2015. vol 37(11) Page 2332-2345; Impact factor: 6.077)  Invited talk    Youtube-talk(by Prof. Tao Xiang)   Youtube-                talk(by Dr. Hopspedales)

            Yanwei Fu.; Timothy M. Hospedales; Tao Xiang; Fu, Z.; Shaogang Gong. (ECCV 2014, Lecture Notes in Computer Science,                     SCI/EI)

            Fu, Y.;Yang, Y.; Timothy M. Hospedales; Tao Xiang; Shaogang Gong (ECCV 2014 workshop on Parts and Attribute)   code

            Yanwei Fu; Yongxin Yang; Timothy M. Hospedales; Tao Xiang; Shaogang Gong (BMVC 2014)   Dataset and codes 

            Yanwei Fu; Timothy M. Hospedales; Tao Xiang; Shaogang Gong; Yuan Yao. (ECCV 2014, SCI/EI)


2013

  • "Learning Multi-modal Latent Attributes"

            Yanwei Fu; Timothy M. Hospedales ; Tao Xiang ; Shaogang Gong (IEEE TPAMI,Feb 2014, vol 36(2), Page 303-316, SCI/EI,                          impact factor 6.077PDF dataset

2012

  • Attribute Learning for Understanding Unstructured Social Activity

            Yanwei Fu ;Timothy M. Hospedales; Tao Xiang ; Shaogang Gong. (ECCV 2012, SCI/EI).  Youtube Demo

2011

            Yanwei Fu, Yanwen Guo. (2011 IEEE International Conference on Multimedia and Expo (ICME)), Page 1-6    PDF

   

2010
  • Multi-view Video Summarization

            Yanwei Fu, Yanwen Guo; Yanshu Zhu; Feng Liu; Chanming Song; Zhi-hua Zhou. (IEEE TMM Nov 2010, vol 12(7), Page 717-729,             SCI/EI)   PDF    dataset  Youtube Demo 

            Academic-Press Report and Review by IEEE MMTC R-letter, Oct 2011 (Page 13)



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