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2022

• Adversarial active testing for risk-based AI assurance. Fan Wu, Qian Wei, Yanwei Fu. ESREL 2022: 32ND EUROPEAN SAFETY AND RELIABILITY CONFERENCE (ESREL) - DUBLIN 2022


• Specialized Re-Ranking: A Novel Retrieval-Verification Framework for Cloth Changing Person Re-Identification Renjie Zhang; Yu Fang; Huaxin Song; Fangbin Wan; Yanwei Fu; Hirokazu Kato; Yang Wu. Pattern Recognition (Full Length Article), accepted.


• ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning, Yuqian Fu, YU XIE, Yanwei Fu, Jingjing Chen, Yu-Gang Jiang, ACM MM2022


• Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled Learning, Chengming Xu, Chen Liu, Siqian Yang, Yabiao Wang, Shijie Zhang, Lijie Jia, Yanwei Fu, ACM MM 2022


• LoRD: Local 4D Implicit Representation for High-Fidelity Dynamic Human Modeling。 Boyan Jiang, Xinlin Ren, Mingsong Dou, Xiangyang Xue, Yanwei Fu, Yinda Zhang. ECCV 2022


• Learning Prior Feature and Attention Enhanced Image Inpainting, Chenjie Cao, Qiaole Dong, Yanwei Fu ECCV 2022


• RCLaneDet: Relay Chain Prediction for Lane Detection. Shenghua Xu, Xinyue Cai, Bin Zhao, Li Zhang, Hang Xu, Yanwei Fu, Xiangyang Xue. ECCV 2022


• Learning the compositional domains for Generalized Zero-shot Learning, Hanze Dong, Yanwei Fu, Sung Ju Hwang, Leonid Sigal, Xiangyang Xue, CVIU 2022


• UAST: Uncertainty-Aware Siamese Tracking, Dawei Zhang, Yanwei Fu, Zhonglong Zheng, ICML 2022


• Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation, Chao Wen, Yinda Zhang, Chenjie Cao, Zhuwen Li, Xiangyang Xue, Yanwei Fu. IEEE TPAMI accepted (2022)


• Exploring Structural Sparsity of Deep Networks via Inverse Scale Spaces, Yanwei Fu, Chen Liu, Donghao Li, Zuyuan Zhong, Xinwei Sun, Jinshan Zeng, Yuan Yao. IEEE TPAMI accepted (2022)


• Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition, Satoshi Tsutsui, Yanwei Fu, David Crandall. IEEE TPAMI accepted (2022)


• Local Slot Attention for Vision-and-Language Navigation, Yifeng Zhuang, Qiang Sun, Yanwei Fu, Lifeng Chen, Xiangyang Xue. ACM ICMR 2022


• DST: Dynamic Substitute Training for Data-free Black-box Attack. Wenxuan Wang, Xuelin Qian, Yanwei Fu, Xiangyang Xue. CVPR 2022


• Density-preserving Deep Point Cloud Compression. Yun He, Xinlin Ren, Yanwei Fu, Xiangyang Xue, Danhang Tang, Yinda Zhang. CVPR 2022


• ONCE-3DLanes: Building Monocular 3D Lane Detection. Yan Fan, Ming Nie, Xinyue Cai, Jianhua Han, Yanwei Fu, Hang Xu, Zhen Yang, Chaoqiang Ye, Michael Bi Mi, Li Zhang.CVPR 2022


• H4D: Human 4D Modeling by Learning Neural Compositional Representation. Boyan Jiang, Yinda Zhang, Xiangyang Xue, Yanwei Fu. CVPR 2022
  


• Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels. Yikang Wang, Xinwei Sun, Yanwei Fu. CVPR 2022


• Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding. Qiaole Dong, Chenjie Cao, Yanwei Fu. CVPR 2022


• SAR-Net: Shape Alignment and Recovery Network for Category-level 6D Object Pose and Size Estimation. Haitao Lin, Zichang Liu, Chilam Cheang, Yanwei Fu, Guodong Guo, Xiangyang Xue. CVPR 2022


• ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation. Jianan Wang, Guansong Lu, Hang Xu, Zhenguo Li, Chunjing Xu, Yanwei Fu. CVPR 2022


• Ranking Distance Calibration for Cross-Domain Few-Shot Learning. Pan Li, Shaogang Gong, Chengjie Wang, Yanwei Fu. CVPR 2022


• Learning to Memorize Feature Hallucination for One-Shot Image Generation. Yu Xie, Yanwei Fu, Ying Tai, Junwei Zhu, Yun Cao, Chengjie Wang. CVPR 2022


• Clustering by the Probability Distributions from Extreme Value Theory. Sixiao Zheng, Ke Fan, Yanxi Hou, Jianfeng Feng, and Yanwei Fu. IEEE Transactions on Artificial Intelligence, to appear


• High-fidelity Portrait Editing via Exploring Differentiable Guided Sketches from the Latent Space. Chengrong Wang, Chenjie Cao, Yanwei Fu, Xiangyang Xue. ICASSP 2022


• Multi-view Shape Generation for 3D Human-like Body. Hang Yu, Yanwei Fu, Xiangyang Xue. ACM Transactions on Multimedia Computing Communications and Applications (TOMM), to appear


• Learning 6-DoF Object Poses to Grasp Category-level Objects by Language Instructions. Haitao Lin, Chilam Cheang, Yanwei Fu, Xiangyang Xue, ICRA 2022


• I Know What You Draw:Learning Grasp Detection Conditioned on a Few Freehand Sketches. Chilam Cheang, Haitao Lin, Yanwei Fu, Xiangyang Xue, ICRA 2022


• HandO: a hybrid 3D hand–object reconstruction model for unknown objects. Hang Yu, Yanwei Fu, Xiangyang Xue. Multimedia Systems. to appear

2021

• Adaptive End-to-End Budgeted Network Learning via Inverse Scale Space. Zuyuan Zhong, Chen Liu, Yanwei Fu. BMVC 2021


• The Image Local Autoregressive Transformer. Chenjie Cao, Yuxin Hong, Xiang Li, Chengrong Wang, Chengming Xu, Yanwei Fu, Xiangyang Xue. NeurPIS 2021


• Learning a Sketch Tensor Space for Image Inpainting of Man-made Scenes. Chenjie Cao, Yanwei Fu. ICCV 2021


• Deep Hybrid Self-Prior for Full 3D Mesh Generation. Xingkui Wei, Zhenqing Chen Yanwei Fu, Zhaopeng Cui, Yinda Zhang, Xiangyang Xue. ICCV 2021


• A Simple Feature Augmentation for Domain Generalisation. Pan Li, Da Li, Wei Li Shanggang Gong, Yanwei Fu, Timothy Hospedales, ICCV 2021


• A COVID-19 screening method based on eyes photographs and artificial intelligence. F Li, XY Xue, P Boned Fustel, SS Rong, Q Sun, HC Tang, WX Wang, Y Fu, A Boned-Ombuena, MW Gu, European Journal of Public Health 2021


• Domain-Aware SE Network for Sketch-based Image Retrieval with Multiplicative Euclidean Margin Softmax. Peng Lu, Gao Huang, Wenming Yang, Guodong Guo, Yanwei Fu. ACM MM 2021


• Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data. Yuqian Fu, Yanwei Fu, Yu-Gang Jiang. ACM MM 2021


• How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning. Yikai Wang, Li Zhang, Yuan Yao, Yanwei Fu. IEEE TPAMI accepted.


• Regularising Knowledge Transfer by Meta Functional Learning. Pan Li, Yanwei Fu, Shaogang Gong. IJCAI 2021


• NMS-Loss: Learning with Non-Maximum Suppression for Crowded Pedestrian Detection. Zekun Luo, Zheng Fang, Sixiao Zheng, Yabiao Wang, Yanwei Fu. ACM ICMR 2021


• Can Action be Imitated? Learn to Reconstruct and Transfer Human Dynamics from Videos. YuQian Fu. Yanwei Fu, Yu-Gang Jiang, ACM ICMR 2021


• Neural Symbolic Representation Learning for Image Captioning. Xiaomei Wang, Lin Ma, Yanwei Fu, Xiangyang Xue. ACM ICMR 2021


• Distance Restricted Transformer Encoder for Multi-label Classification. Xiaomei Wang Yaqian Li, Tong Luo, Yandong Guo, Yanwei Fu, Xiangyang Xue. IEEE ICME 2021
  


• Global-to-Local Dynamic Feature Aggregation for Unsupervised Person Re-identification. Li Wei, Jiayuan Fan, Yanwei Fu. IEEE ICME 2021
  


• Depth-Guided AdaIn and Shift Attention Network for Vision-and-Language Navigation. Qiang Sun, Yifeng Zhuang, Zhengqing Chen, Yanwei Fu, Xiangyang Xue. IEEE ICME 2021
  


• Learning Salient Boundary Feature for Anchor-free Temporal Action Localization. Chuming Lin, Chengming Xu, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Yanwei Fu. CVPR 2021
  


• Depth-conditioned Dynamic Message Propagation for Monocular 3D Object Detection. Li Wang, Liang Du, Xiaoqing Ye, Yanwei Fu, Guodong Guo, Xiangyang Xue, Jianfeng Feng, Li Zhang. CVPR 2021
  


• Delving into Data: Effectively Substitute Training for Black-box Attack. Wenxuan Wang, Bangjie Yin, Li Zhang, Yanwei Fu, Shouhong Ding, Jilin Li, Feiyue Huang, Xiangyang Xue CVPR 2021
  


• Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers. Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu Jianfeng Feng, Tao Xiang, Philip Torr, Li Zhang.CVPR2021
  


• Learning Compositional Representation for 4D Captures with Neural ODE. Boyan Jiang, Xingkui Wei, Yinda Zhang, Xiangyang Xue, Yanwei Fu. CVPR2021
  


• Learning Dynamic Alignment via Meta-filter for Few-shot Learning. Chengming Xu, Li Zhang, Jilin Li, Feiyue Huang, Changjie Wang, Yanwei Fu, Xiangyang Xue. CVPR 2021
  


• Learning a Few-shot Embedding Model with Contrastive Learning. Chen Liu*, Yanwei Fu*, Chengming Xu, Siqian Yang, Jilin Li, Chengjie Wang, Li Zhang. AAAI 20201, *, co-first authour
  


• Whose hand is this? Person Identification from Egocentric Hand Gestures. Satoshi Tsutsui, Yanwei Fu, David Crandall.  IEEE WACV 2021


•  Data-efficient Alignment of Multimodal Sequences by Aligning Gradient Updates and Internal Feature Distributions
   Jianan Wang, Boyang Li, Xiangyu Fan, Jing Lin, Yanwei Fu. IEEE WACV 2021
  

2020

• Incrementally Zero-Shot Detection by an Extreme Value Analyzer. Sixiao Zheng, Yanwei Fu, Yanxi Hou. ICPR 2021
  


• Dynamic Depth Fusion and Transformation for Monocular 3D Object Detection. Erli Ouyang, Li Zhang, Mohan Chen, Anurag Arnab, and Yanwei Fu. ACCV 2020
  


• Long-Term Cloth-Changing Person Re-identification. Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, and Xiangyang Xue. ACCV 2020
  


• Second Order Enhanced Multi-glimpse Attention in Visual Question Answering. Qiang Sun, Binghui Xie, and Yanwei Fu. ACCV 2020
  


• Self-supervised Learning of Orc-Bert Augmentor for Recognizing Few-Shot Oracle Characters. Wenhui Han, Xinlin Ren, Hangyu Lin, Yanwei Fu, and Xiangyang Xue. ACCV 2020
  


• Learning Layer-Skippable Inference Network. Yu-Gang Jiang; Changmao Cheng; Hangyu Lin; Yanwei Fu. IEEE TIP, 2020
  


• M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening From CT Imaging. Xuelin Qian, Huazhu Fu, Weiya Shi, Tao Chen, Yanwei Fu , Fei Shan, and Xiangyang Xue. IEEE JBHI, 2020
  


• Pose-Guided Person Image Synthesis in the Non-iconic Views. Chengming Xu, Yanwei Fu, Chao Wen, Ye Pan, Yu-Gang Jiang, and Xiangyang Xue. IEEE TIP 2020
  


• Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition. Yu-Qian Fu, Li Zhang, Junke Wang, Yanwei Fu, Yu-Gang Jiang ACM MM 2020
  


• DeepSFM: Structure From Motion Via Deep Bundle Adjustment. Xingkui Wei, Yinda Zhang, Zhuwen Li, Yanwei Fu, Xiangyang Xue, ECCV 2020 (oral)
  


• Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking. Jinlong Peng, Changan Wang, Fangbin Wan, Yang Wu, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li Feiyue Huang, Yanwei Fu, ECCV 2020 (spotlight)
  


• DessiLBI: Exploring Structural Sparsity on Deep Network via Differential Inclusion Paths. Yanwei Fu, Chen Liu, Donghao Li, Xinwei Sun, Jinshan Zeng, and Yuan Yao, ICML 2020
  


• Deep Ranking for Image Zero-Shot Multi-Label Classification. Zhong Ji, Biying Cui, Huihui Li, Yu-Gang Jiang, Tao Xiang, Timothy Hospedales, Yanwei Fu. IEEE Trans. Image Processing (TIP), to appear
  


• An Embarrassingly Simple Baseline to One-shot Learning. Chen Liu, Chengming Xu, Yikai Wang, Li Zhang, Yanwei Fu. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), workshop on Visual Learning with Limited Labels, Seattle, Washington, USA, June 2020. 
  


• When Person Re-identification Meets Changing Clothes. Fangbin Wan, Yang Wu, Xuelin Qian, Yanwei Fu. arxiv codes and dataset CVPR2020 workshop
  


• Pixel2Mesh: 3D Mesh Model Generation via Image Guided Deformation. Nanyang Wang, Yinda Zhang, Zhuwen Li, Yanwei Fu, Hang Yu, Wei Liu, Xiangyang Xue, Yu-Gang Jiang. IEEE TPAMI to appear.
  


• FMMu-Net: Face Morphological Multi-branch Network for Makeup-invariant Face Verification. Wenxuan Wang, Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Qi Tian, Xiangyang Xue. CVPR 2020.
  


• Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt. Hangyu Lin, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue. CVPR 2020
  


• Neural Pose Transfer by Spatially Adaptive Instance Normalization. Jiashun Wang, Chao Wen, Yanwei Fu, Haitao Lin, Tianyun Zhou, Xiangyang Xue, Yinda Zhang. CVPR 2020.
  


• Instance Credibility Inference for Few-Shot Learning. Yikai Wang, Chengming Xu, Chen Liu, Li Zhang, Yanwei Fu, CVPR 2020.
  


• Feature Deformation Meta-Networks in Image Captioning of Novel Objects. Tingjia Cao, Ke Han, Xiaomei Wang, Lin Ma, Yanwei Fu, Yu-Gang Jiang, Xiangyang Xue, AAAI 2020
  


• 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)
  


• 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   [codes]

2019

• 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) dataset  sample_codes(still missing readme.txt) 
  


• 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). [codes&projects]
  


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


• 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. 2019
  


• 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 [codes,dataset]
  


• 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 [codes]
  


• 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 [codes]
  


• 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. [codes]
  


• Learning decomposed subspaces for supervised bidirectional image generation. Peng Lu ; Hangyu Lin ; Yanwei Fu ; Gao Huang Libo Wu. IET Cognitive Computation and Systems. 2019
  

• 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 [codes]


• A Large-scale Attribute Dataset for Zero-shot Learning. Bo Zhao, Yanwei Fu, Rui Liang, Jiahong Wu, Yonggang Wang, Yizhou Wang. CVPR workshop on MULA 2019 [codes]


• 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 (Best Paper Award) [codes]
  


• 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 [codes]
  


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


• 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