Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 PDF Code
Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection Ruiyang Zhang, Hu Zhang, Zhedong Zheng IEEE/CVF International Conference on Computer Vision (ICCV), 2025 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
Ctrl-u: Robust conditional image generation via uncertainty-aware reward modeling Guiyu Zhang, Huan-ang Gao, Zijian Jiang, Hao Zhao, Zhedong Zheng International Conference on Learning Representations (ICLR), 2025 PDF Code 中文解读
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Zhedong Zheng, Yi Yang International Journal of Computer Vision (IJCV), 2021 PDF Code 中文解读
VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation Ruiyang Zhang, Hu Zhang, Zhedong Zheng arXiv:2411.11919, 2024 Code