Yi Yang

Yi Yang

Professor @ ZJU

  • Xuanmeng Zhang, Minyue Jiang, Zhedong Zheng, Xiao Tan, Errui Ding, Yi Yang, "Understanding Image Retrieval Re-Ranking: A Graph Neural Network Perspective." arXiv:2012.07620, 2020.[Link]
  • Xiaolong Shen, Zhedong Zheng, Yi Yang, "StepNet: Spatial-temporal Part-aware Network for Sign Language Recognition." arXiv:2212.12857, 2022.[Link]
  • Chao Wang, Zhedong Zheng, Ruijie Quan, Yifan Sun, Yi Yang, "Context-aware Pretraining for Efficient Blind Image Decomposition." CVPR, 2023.[Link]
  • Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-seng Chua, Yi Yang, "Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion." arXiv:2207.06057, 2022.[Link]
  • Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua, "3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective." arXiv:2204.13096, 2022.[Link]
  • Mu Chen, Zhedong Zheng, Yi Yang, Tat-Seng Chua, "PiPa: Pixel-and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation." ACM MM 2023, 2023.[Link]
  • Kezhou Lin, Xiaohan Wang, Zhedong Zheng, Linchao Zhu, Yi Yang, "Less is More: Sparse Sampling for Dense Reaction Predictions." CVPR Workshop of Affective Understanding in Video on Evoked Expressions from Videos (EEV) Challenge (the 2nd Place), 2021.[Link]
  • Shuai Bai, Zhedong Zheng, Xiaohan Wang, Junyang Lin, Zhu Zhang, Chang Zhou, Hongxia Yang, Yi Yang, "Connecting Language and Vision for Natural Language-Based Vehicle Retrieval." CVPR Workshop of AI City Challenge on Natural Language-Based Vehicle Retrieval (the 1st Place of Track 5), 2021.[Link]
  • Minyue Jiang*, Xuanmeng Zhang*, Yue Yu, Zechen Bai, Zhedong Zheng, Zhigang Wang, Jian Wang, Xiao Tan, Hao Sun, Errui Ding, Yi Yang, "Robust Vehicle Re-identification via Rigid Structure Prior." CVPR Workshop of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 2nd Place of Track 2), 2021.[Link]
  • Zhedong Zheng, Minyue Jiang, Zhigang Wang, Jian Wang, Zechen Bai, Xuanmeng Zhang, Xin Yu, Xiao Tan, Yi Yang, Shilei Wen, Errui Ding, "Going beyond real data: A robust visual representation for vehicle re-identification." CVPR Workshops of AI City Challenge on City-Scale Multi-Camera Vehicle Re-Identification (the 1st Place of Track 2), 2020.[Link]
  • Xu Zhang, Zhedong Zheng, Xiaohan Wang, Yi Yang, "Relieving Triplet Ambiguity: Consensus Network for Language-Guided Image Retrieval." arXiv:2306.02092, 2023.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang, "Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis." CVPR, 2022.[Link]
  • Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz, "Joint discriminative and generative learning for person re-identification." CVPR, 2019.[Link]
  • Chuchu Han, Zhedong Zheng, Changxin Gao, Nong Sang, Yi Yang, "Decoupled and Memory-Reinforced Networks: Towards Effective Feature Learning for One-Step Person Search." AAAI, 2021.[Link]
  • Zhedong Zheng, Yunchao Wei, Yi Yang, "University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization." ACM MM, 2020.[Link]
  • Zhedong Zheng, Yi Yang, "Unsupervised scene adaptation with memory regularization in vivo." IJCAI, 2020.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camera style adaptation for person re-identification." CVPR, 2018.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "Unlabeled samples generated by gan improve the person re-identification baseline in vitro." ICCV, 2017.[Link]
  • Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang, "Macro-micro adversarial network for human parsing." ECCV, 2018.[Link]
  • Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Yi Yang, Tat-Seng Chua, "Multi-View Consistent Generative Adversarial Networks for Compositional 3D-aware Image Synthesis." IJCV, 2023.[Link]
  • Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua, "Multiple-environment Self-adaptive Network for Aerial-view Geo-localization." Pattern Recognition, 2024.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, Fei Wu, "U-turn: Crafting Adversarial Queries with Opposite-direction Features." International Journal of Computer Vision (IJCV), 2022.[Link]
  • Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Sebe Nicu, "Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization." IEEE Transactions on Image Processing, 2022.[Link]
  • Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang, "DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search." IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022.[Link]
  • Chao Sun, Zhedong Zheng, Xiaohan Wang, Mingliang Xu, Yi Yang, "Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes." IEEE Transactions on Multimedia, 2022.[Link]
  • Xiaohan Wang, Linchao Zhu, Zhedong Zheng, Mingliang Xu, Yi Yang, "Align and tell: Boosting text-video retrieval with local alignment and fine-grained supervision." IEEE Transactions on Multimedia, 2022.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Soft Person Re-identification Network Pruning via Block-wise Adjacent Filter Decaying." IEEE Transactions on Cybernetics, 2022.[Link]
  • Yucheng Suo, Zhedong Zheng, Xiaohan Wang, Bang Zhang, Yi Yang, "Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation." ACM transactions on multimedia computing, communications, and applications (TOMM), 2024.[Link]
  • Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang, "Progressive local filter pruning for image retrieval acceleration." IEEE Transactions on Multimedia, 2023.[Link]
  • Zhedong Zheng, Yi Yang, "Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation." IEEE Transactions on Image Processing, 2022.[Link]
  • Zhedong Zheng, Xiaohan Wang, Nenggan Zheng, Yi Yang, "Parameter-Efficient Person Re-identification in the 3D Space." IEEE Transactions on Neural Networks and Learning Systems, 2022.[Link]
  • Zhedong Zheng, Yi Yang, "Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation." International Journal of Computer Vision (IJCV), 2021.[Link]
  • Tingyu Wang, Zhedong Zheng, Chenggang Yan, Jiyong Zhang, Yaoqi Sun, Bolun Zheng, Yi Yang, "Each part matters: Local patterns facilitate cross-view geo-localization." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.[Link]
  • Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Mingliang Xu, Yi-Dong Shen, "Dual-path convolutional image-text embeddings with instance loss." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020.[Link]
  • Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang, "Camstyle: A novel data augmentation method for person re-identification." IEEE Transactions on Image Processing (TIP), 2019.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "Pedestrian alignment network for large-scale person re-identification." IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018.[Link]
  • Qingji Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang, "Thorax disease classification with attention guided convolutional neural network." Pattern Recognition Letters, 2020.[Link]
  • Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Zhilan Hu, Chenggang Yan, Yi Yang, "Improving person re-identification by attribute and identity learning." Pattern Recognition, 2019.[Link]
  • Yutian Lin, Zhedong Zheng, Hong Zhang, Chenqiang Gao, Yi Yang, "Bayesian query expansion for multi-camera person re-identification." Pattern Recognition Letters, 2020.[Link]
  • Zhedong Zheng, Liang Zheng, Yi Yang, "A discriminatively learned CNN embedding for person reidentification." ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2018.[Link]
  • Zhedong Zheng, Tao Ruan, Yunchao Wei, Yi Yang, Tao Mei, "VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification." IEEE Transaction on Multimedia (TMM), 2020.[Link]