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]
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]
Xiaolong Shen, Zhedong Zheng, Yi Yang, "StepNet: Spatial-temporal Part-aware Network for Sign Language Recognition." ACM TOMM, 2024.[Link]
Jinliang Liu, Zhedong Zheng, Zongxin Yang, Yi Yang, "High Fidelity Makeup via 2D and 3D Identity Preservation Net." ACM TOMM, 2024.[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 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]