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Recent Publications

U-turn: Crafting Adversarial Queries with Opposite-direction Features
Zhedong Zheng, Liang Zheng, Yi Yang, Fei Wu
International Journal of Computer Vision (IJCV), 2022 [pdf] [code] [中文解读]

Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion
Jian Ma, Zhedong Zheng, Hao Fei, Feng Zheng, Tat-Seng Chua, Yi Yang
arXiv:2207.06057, 2022

Soft Person Re-identification Network Pruning via Block-wise Adjacent Filter Decaying
Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang
IEEE Transactions on Cybernetics, 2022 [pdf] [code]

Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes
Chao Sun, Zhedong Zheng, Xiaohan Wang, Mingliang Xu, Yi Yang
IEEE Transactions on Multimedia, 2022 [pdf] [code] [中文解读]

SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on
Bingwen Hu, Ping Liu, Zhedong Zheng, Mingwu Ren
IEEE Transactions on Multimedia, 2022 [pdf]

Parameter-Efficient Person Re-identification in the 3D Space
Zhedong Zheng, Xiaohan Wang, Nenggan Zheng, Yi Yang
IEEE Transactions on Neural Networks and Learning Systems, 2022 [pdf] [code] [中文解读]

Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis
Xuanmeng Zhang, Zhedong Zheng, Daiheng Gao, Bang Zhang, Pan Pan, Yi Yang
CVPR, 2022 [pdf] [code]

Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization
Jinliang Lin, Zhedong Zheng, Zhun Zhong, Zhiming Luo, Shaozi Li, Yi Yang, Sebe Nicu
IEEE Transactions on Image Processing, 2022 [pdf] [code]

DMRNet++: Learning Discriminative Features with Decoupled Networks and Enriched Pairs for One-Step Person Search
Chuchu Han, Zhedong Zheng, Kai Su, Dongdong Yu, Zehuan Yuan, Changxin Gao, Nong Sang, Yi Yang
IEEE Transactions on Pattern Analysis & Machine Intelligence, 2022 [pdf]

Align and tell: Boosting text-video retrieval with local alignment and fine-grained supervision
Xiaohan Wang, Linchao Zhu, Zhedong Zheng, Mingliang Xu, Yi Yang
IEEE Transactions on Multimedia, 2022 [pdf]

Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation
Zhedong Zheng, Yi Yang
IEEE Transactions on Image Processing, 2022 [pdf] [code] [中文解读]

3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective
Zhedong Zheng, Jiayin Zhu, Wei Ji, Yi Yang, Tat-Seng Chua
arXiv:2204.13096, 2022 [pdf] [code]