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Recent Publications

VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation
Ruiyang Zhang, Hu Zhang, Zhedong Zheng
arXiv:2411.11919, 2024 [code]

Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation
Mu Chen, Zhedong Zheng, Yi Yang
ACM International Conference on Multimedia (ACM MM), 2024 [pdf] [code]

Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching
Meng Chu, Zhedong Zheng, Wei Ji, Tingyu Wang, Tat-Seng Chua
European conference on computer vision (ECCV), 2024 [pdf] [code] [中文解读]

StepNet: Spatial-temporal Part-aware Network for Sign Language Recognition
Xiaolong Shen, Zhedong Zheng, Yi Yang
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2024 [pdf]

Self-Ensembling Depth Completion via Density-aware Consistency
Xuanmeng Zhang, Zhedong Zheng, Minyue Jiang, Xiaoqing Ye
Pattern Recognition (PR), 2024 [pdf]

Multiple-environment Self-adaptive Network for Aerial-view Geo-localization
Tingyu Wang, Zhedong Zheng, Yaoqi Sun, Chenggang Yan, Yi Yang, Tat-Seng Chua
Pattern Recognition (PR), 2024 [pdf] [code]

Learning cross-view geo-localization embeddings via dynamic weighted decorrelation regularization
Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024 [pdf] [code]

Jointly Harnessing Prior Structures and Temporal Consistency for Sign Language Video Generation
Yucheng Suo, Zhedong Zheng, Xiaohan Wang, Bang Zhang, Yi Yang
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2024 [pdf]

Instilling Multi-round Thinking to Text-guided Image Generation
Lidong Zeng, Zhedong Zheng, Yinwei Wei, Tat-seng Chua
arXiv:2401.08472, 2024

High Fidelity Makeup via 2D and 3D Identity Preservation Net
Jinliang Liu, Zhedong Zheng, Zongxin Yang, Yi Yang
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2024

Depth-aware blind image decomposition for real-world adverse weather recovery
Chao Wang, Zhedong Zheng, Ruijie Quan, Yi Yang
European conference on computer vision (ECCV), 2024 [pdf] [code]

Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua
International Conference on Learning Representations (ICLR), 2024 [pdf] [code] [中文解读]

Collaborative group: Composed image retrieval via consensus learning from noisy annotations
Xu Zhang, Zhedong Zheng, Linchao Zhu, Yi Yang
Knowledge-Based Systems (KBS), 2024 [pdf] [code]

Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene
Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng
European conference on computer vision (ECCV), 2024 [pdf] [code] [中文解读]

Active discovering new slots for task-oriented conversation
Yuxia Wu, Tianhao Dai, Zhedong Zheng, Lizi Liao
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2024 [pdf]