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 Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 2026.
Generalized Prompt-Driven Zero-Shot Domain Adaptive Segmentation with Feature Rectification and Semantic Modulation
Jinyi Li, Longyu Yang, Donghyun Kim, Kuniaki Saito, Kate Saenko, Stan Sclaroff, Xiaofeng Zhu, Ping Hu
Computer Vision and Image Understanding (CVIU), 2026.
MoE-Adapters++: Towards More Efficient Continual Learning of Vision-Language Models via Dynamic Mixture-of-Experts Adapters
Jiazuo Yu, Zichen Huang, Yunzhi Zhuge, Lu Zhang, Ping Hu, Dong Wang, Huchuan Lu, and You He
IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 2025.
On Efficient Variants of Segment Anything Model: A Survey
Xiaorui Sun, Jun Liu, Heng Tao Shen, Xiaofeng Zhu, and Ping Hu
International Journal of Computer Vision (IJCV), 2025.
Unified Prompt Attack Against Text-to-Image Generation Models
Duo Peng, Qiuhong Ke, Mark He Huang, Ping Hu and Jun Liu
IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 2025.
HandJoKe: Joint-Guided Keypoint Denoising Transformer for Depth-based 3D Hand Pose Estimation
Ji Gan, Lei Chen, Ping Hu, Jiaxu Leng, Weisheng Li, and Xinbo Gao
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2025.
Decoupled Prompt Learning Guided by Chain-of-Task
Zongqian Wu, Mengmeng Zhan, Ping Hu, Zhengxia Wang, and Xiaofeng Zhu
Information Fusion (IF), 2025.
Unsupervised Multiplex Graph Representation Learning via Maximizing Coding Rate Reduction
Xin Wang, Liang Peng, Rongyao Hu, Ping Hu, and Xiaofeng Zhu
Pattern Recognition (PR), 2025.
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited Annotations
Ping Hu, Ximeng Sun, Stan Sclaroff, Kate Saenko
IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 2024.
Video Frame Interpolation with Many-to-many Splatting and Spatial Selective Refinement
Ping Hu, Simon Niklaus, Lu Zhang, Stan Sclaroff, Kate Saenko
IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 2024.
Learning Depth-aware Decomposition for Single Image Dehazing
Yumeng Kang, Lu Zhang, Ping Hu, Yu Liu, Huchuan Lu, You He
Computer Vision and Image Understanding (CVIU), 2024.
MaskTrack: Auto-Labeling and Stable Tracking for Video Object Segmentation
Zhenyu Chen, Lu Zhang, Ping Hu, Huchuan Lu, You He
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024.
Semantic Consistent Embedding for Domain Adaptive Zero-Shot Learning
Jianyang Zhang, Guowu Yang, Ping Hu, Guosheng Lin, Fengmao Lv
IEEE Trans. on Image Processing (T-IP), 2023.
Leveraging Geometric Structure for Label-efficient Semisupervised Scene Segmentation
Ping Hu, Stan Sclaroff, Kate Saenko
IEEE Trans. on Image Processing (T-IP), 2022.
Motion-Guided Cascaded Refinement Network for Video Object Segmentation
Ping Hu, Gang Wang, Xiangfei Kong, Jason Kuen, Yap-peng Tan
IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 2020.
Recurrent Spatial Pyramid CNN for Optical Flow Estimation
Ping Hu, Gang Wang, Yap-peng Tan
IEEE Trans. on Multimedia (T-MM), 2018.
Detecting Salient Objects via Color and Texture Compactness Hypotheses
Ping Hu, Weiqiang Wang, Chi Zhang, Ke Lu
IEEE Trans. on Image Processing (T-IP), 2016.
Graph Smoothing for Enhanced Local Geometry Learning in Point Cloud Analysis
Shangbo Yuan, Jie Xu, Na Zhao, Ping Hu, Xiaofeng Zhu
The Annual AAAI Conference on Artificial Intelligence (AAAI), 2026
FineRS: Fine-grained Reasoning and Segmentation of Small Objects with Reinforcement Learning
Lu Zhang, Jiazuo Yu, Haomiao Xiong, Ping Hu, Yunzhi Zhuge, Huchuan Lu, You He
Neural Information Processing Systems (NeurIPS), 2025
Boundary Probing for Input Privacy Protection When Using LMM Services
Xiaofei Hui, Haoxuan Qu, Ping Hu, Hossein Rahmani, Jun Liu
IEEE International Conference on Computer Vision (ICCV), 2025
Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather
Longyu Yang, Ping Hu, Shangbo Yuan, Lu Zhang, Jun Liu, Heng Tao Shen, Xiaofeng Zhu
Oral Paper,IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning
Yucheng Xie, Ping Hu, Songyue Cai, Tao Tong, Xiaofeng Zhu
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding
Wenbo Zhang, Lu Zhang, Ping Hu, Liqian Ma, Yunzhi Zhuge, Huchuan Lu
The Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
TSTMotion: Training-free Scene-aware Text-to-motion Generation
Ziyan Guo, Haoxuan Qu, Hossein Rahmani, Dewen Soh, Ping Hu, Qiuhong Ke, Jun Liu
IEEE Conference on Multimedia Expo (ICME), 2025
PPM: Text-to-Image Diffusion Models are Category-Agnostic Pose Estimators
Duo Peng, Zhengbo Zhang, Ping Hu, Qiuhong Ke, David Yau, Jun Liu
European Conference on Computer Vision (ECCV), 2024
VideoMosaic: Connecting the Temporal Dots in Long Videos for LLMs
Reuben Tan, Ximeng Sun, Ping Hu, Jui-Hsien Wang, Hanieh Deilamsalehy, Bryan A. Plummer, Bryan Russell, Kate Saenko
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters
Jiazuo Yu, Yunzhi Zhuge, Lu Zhang, Ping Hu, Dong Wang, Huchuan Lu, You He
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Adaptive Multi-Modality Prompt Learning
Zongqian Wu, Yujing Liu, Mengmeng Zhan, Ping Hu, Xiaofeng Zhu
ACM Multimedia Conference (MM), 2024
GATrack: Group-Aware features for multiple object tracking
Xiaolong Wang, Ping Hu, Rongyao Hu, Xiaofeng Zhu
IEEE Conference on Multimedia Expo (ICME), 2024
Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation
Mengmeng Zhan, Zhongqian Wu, Rongyao Hu, Ping Hu, Heng Tao Shen, Xiaofeng Zhu
International Joint Conference on Artificial Intelligence (IJCAI), 2024
Joint Attribute and Model Generalization Learning for Privacy-Preserving Action Recognition
Duo Peng, Li Xu, Qiuhong Ke, Ping Hu, Jun Liu
Neural Information Processing Systems (NeurIPS), 2023
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation
Duo Peng, Ping Hu, Qiuhong Ke, Jun Liu
IEEE International Conference on Computer Vision (ICCV), 2023.
Token Boosting for Robust Self-Supervised Visual Transformer Pre-training
Tianjiao Li, Lin Geng Foo, Ping Hu, Xindi Shang, Hossein Rahmani, Zehuan Yuan, Jun Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
Ximeng Sun, Ping Hu, Kate Saenko
Neural Information Processing Systems (NeurIPS), 2022.
Learning to Detect Every Thing in an Open World
Kuniaki Saito, Ping Hu, Trevor Darrell, Kate Saenko
European Conference on Computer Vision (ECCV), 2022.
Many-to-many Splatting for Efficient Video Frame Interpolation
Ping Hu, Simon Niklaus, Stan Sclaroff, Kate Saenko
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes
Dina Bashkirova, Mohamed Abdelfattah, Ziliang Zhu, James Akl, Fadi Alladkani, Ping Hu, Vitaly Ablavsky, Berk Calli, Sarah Adel Bargal, Kate Saenko
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
Splatting-based synthesis for video frame interpolation
Simon Niklaus, Ping Hu, Jiawen Chen
Winter Conference on Applications of Computer Vision (WACV), 2022.
Video Object Segmentation via Structural Feature Reconfiguration
Zhenyu Chen, Ping Hu, Lu Zhang, Huchuan Lu, You He, Shuo Wang, Xiaoxing Zhang, Maodi Hu, Tao Li
Asian Conference on Computer Vision (ACCV), 2022.
Real-time Semantic Segmentation with Fast Attention
Ping Hu, Federico Perazzi, Fabian Caba Heilbron, Oliver Wang,Zhe Lin, Kate Saenko, Stan Sclaroff
IEEE Robotics and Automation Letters (RA-L), 2021.
IEEE International Conference on Robotics and Automation (ICRA), 2021.
Temporally Distributed Networks for Fast Video Semantic Segmentation
Ping Hu, Fabian Caba Heilbron, Oliver Wang, Zhe Lin, Stan Sclaroff, Federico Perazzi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Uncertainty-Aware Learning for Zero-Shot Semantic Segmentation
Ping Hu, Stan Sclaroff, Kate Saenko
Neural Information Processing Systems (NeurIPS) 2020.
DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation
Ping Hu, Jun Liu, Gang Wang, Vitaly Ablavsky, Kate Saenko, Stan Sclaroff
IEEE Winter Conference on Applications of Computer Vision (WACV), 2020.
Motion-Guided Cascaded Refinement Network for Video Object Segmentation
Ping Hu, Gang Wang, Xiangfei Kong, Jason Kuen, Yap-peng Tan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
Global context-aware attention lstm networks for 3d action recognition
Jun Liu, Gang Wang, Ping Hu, Lingyu Duan, Alex Kot
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
Deep Level Sets for Salient Object Detection
Ping Hu, Bing Shuai, Jun Liu, Gang Wang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.