Zhengbo Zhang

Ph.D. Student, Singapore University of Technology and Design

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Selected Publications

* indicates equal contribution, † indicates corresponding author

• DART: Difficulty-Adaptive Routing for Zero-Shot Video Temporal Grounding
  Zhengbo Zhang, Mark He Huang, Zhigang Tu, Ming-Hsuan Yang
  European Conference on Computer Vision (ECCV), 2026
• Masked Diffusion Vision-Language Models for Temporal Action Localization
  Fengshun Wang*, Zhengbo Zhang*, Zhigang Tu
  Advances in Neural Information Processing Systems (NeurIPS), 2026
• Unleashing the Power of Text-to-Image Diffusion Models for Category-Agnostic Pose Estimation
  Duo Peng, Zhengbo Zhang, Ping Hu, Qiuhong Ke, De Wen Soh, Mohammed Bennamoun, Jun Liu
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026
• Leveraging Text‑to‑Image Diffusion Models for Unsupervised Visual Object Tracking
  Zhengbo Zhang, Zhigang Tu, Junsong Yuan, De Wen Soh, Bo Du
  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2026
• PanoEdit: Fine‑grained Control for Consistent 360° Panorama Editing
  Yuxi Zhou*, Zhengbo Zhang*, Lin Geng Foo, Christian Theobalt, Zhigang Tu
  International Journal of Computer Vision (IJCV), 2026 (Major Revision)
• InstaInpaint: Instant 3D-Scene Inpainting with Masked Large Reconstruction Model
  Junqi You, Chieh Hubert Lin, Weijie Lyu, Zhengbo Zhang, Ming-Hsuan Yang
  Advances in Neural Information Processing Systems (NeurIPS), 2025
• Performing Defocus Deblurring by Modeling its Formation Process
  Zhengbo Zhang, Lin Geng Foo, Hossein Rahmani, Jun Liu, De Wen Soh
  IEEE International Conference on Computer Vision (ICCV), 2025
• Visual Prompting for One-shot Controllable Video Editing without Inversion
  Zhengbo Zhang*, Yuxi Zhou*, Duo Peng, Joo Hwee Lim, Zhigang Tu, De Wen Soh, Lin Geng Foo
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
• Informative Sample Selection Model for Skeleton-based Action Recognition with Limited Training Samples
  Zhigang Tu, Zhengbo Zhang†, Jia Gong, Junsong Yuan, Bo Du
  IEEE Transactions on Image Processing (TIP), 2025
• FADE: A Dataset for Detecting Falling Objects around Buildings in Video
  Zhigang Tu, Zhengbo Zhang†, Zitao Gao, Chunluan Zhou, Junsong Yuan, Bo Du
  IEEE Transactions on Information Forensics and Security (TIFS), 2025
• Harnessing Text-to-Image Diffusion Models for Category-Agnostic Pose Estimation
  Duo Peng, Zhengbo Zhang, Ping Hu, Qiuhong Ke, David Yau, Jun Liu
  European Conference on Computer Vision (ECCV), 2024 (Oral)
• Diff-Tracker: Text-to-Image Diffusion Models are Unsupervised Trackers
  Zhengbo Zhang, Li Xu, Duo Peng, Hossein Rahmani, Jun Liu
  European Conference on Computer Vision (ECCV), 2024
• Distilling Inter-Class Distance for Semantic Segmentation
  Zhengbo Zhang, Chunluan Zhou, Zhigang Tu
  International Joint Conference on Artificial Intelligence (IJCAI), 2022 (Oral)