Zhang, Pengze
- DreamO: A Unified Framework for Image Customization
2025/04/23 by Chong Mou, Mou, Chong, Yanze Wu +33 · 43 citations
Computer Science · #Image Retrieval and Classification Techniques
- Exploring Dual-task Correlation for Pose Guided Person Image Generation
2022/03/06 by Pengze Zhang, Lingxiao Yang, Zhang, Pengze +5 · 9 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
- Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models
2024/03/13 by Pengze Zhang, Hubery Yin, Zhang, Pengze +5 · 5 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design
- Formulating Discrete Probability Flow Through Optimal Transport
2023/11/07 by Pengze Zhang, Zhang, Pengze, Hubery Yin +5 · 3 citations
Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Traffic Prediction and Management Techniques
- MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing
2025/05/05 by Zinan Guo, Guo, Zinan, Zhang, Pengze +8 · 5 citations
Business, Management and Accounting · #Product Development and Customization
- InstructX: Towards Unified Visual Editing with MLLM Guidance
2025/10/09 by Mou, Chong, Sun, Qichao, Wu, Yanze +5 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- OmniInsert: Mask-Free Video Insertion of Any Reference via Diffusion Transformer Models
2025/09/22 by Xinghui Li, Chen, Jinshu, Xu Bai +18 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Video Analysis and Summarization #Generative Adversarial Networks and Image Synthesis