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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 Multimedia, 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
Proceedings of the 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 TOMM, 2024 [pdf]

Self-Ensembling Depth Completion via Density-aware Consistency
Xuanmeng Zhang, Zhedong Zheng, Minyue Jiang, Xiaoqing Ye
Pattern Recognition, 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, 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, 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 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 TOMM, 2024

Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection
Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng
arXiv:2408.00619, 2024 [code]

Depth-aware blind image decomposition for real-world adverse weather recovery
Chao Wang, Zhedong Zheng, Ruijie Quan, Yi Yang
Proceedings of the 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, 2024 [pdf] [code]

Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search
Shuyu Yang, Yaxiong Wang, Li Zhu, Zhedong Zheng
arXiv:2411.17776, 2024 [code]

Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene
Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng
Proceedings of the 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, 2024 [pdf]