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Zicheng Zhang

  1. Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
    2023/12/28 by Haoning Wu, Zicheng Zhang, Wu, Haoning +25 · 114 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection
  2. VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models
    2024/07/16 by Haodong Duan, Xinyu Fang, Duan, Haodong +73 · 126 citations
    Computer Science · #Natural Language Processing Techniques
  3. Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models
    2023/11/12 by Haoning Wu, Wu, Haoning, Zicheng Zhang +25 · 33 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  4. Towards Open-ended Visual Quality Comparison
    2024/02/26 by Haoning Wu, Hanwei Zhu, Wu, Haoning +25 · 22 citations
    Computer Science · Physics and Astronomy · #Color Science and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection
  5. Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
    2024/05/29 by Hanwei Zhu, Zhu, Hanwei, Haoning Wu +17 · 19 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Science and Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Industrial Vision Systems and Defect Detection #electronic engineering #information engineering
  6. AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment
    2023/09/25 by Chunyi Li, Zicheng Zhang, Haoning Wu +5 · 12 citations
    Engineering · Computer Science · #Advanced Image Fusion Techniques #Image and Video Quality Assessment #Image and Signal Denoising Methods
  7. MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos
    2023/03/27 by Zicheng Zhang, Zhang, Zicheng, Wei Wu +13 · 7 citations
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection
  8. MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model
    2024/02/26 by Chunyi Li, Li, Chunyi, Guoxing Lu +15 · 8 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  9. AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment
    2024/04/04 by Chunyi Li, Tengchuan Kou, Li, Chunyi +22 · 8 citations
    Engineering · #Advanced Image Fusion Techniques #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
  10. A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
    2024/06/05 by Zicheng Zhang, Haoning Wu, Zhang, Zicheng +17 · 10 citations
    Engineering · #Medical Imaging and Analysis
  11. A Perceptual Quality Assessment Exploration for AIGC Images
    2023/03/22 by Zicheng Zhang, Zhang, Zicheng, Chunyi Li +9 · 5 citations
    Computer Science · Engineering · #Image and Video Quality Assessment #Visual Attention and Saliency Detection #Advanced Image Fusion Techniques
  12. No-Reference Quality Assessment for 3D Colored Point Cloud and Mesh Models
    2022/06/28 by Zicheng Zhang, Wei Sun, Xiongkuo Min +3 · 4 citations
    Computer Science · Engineering · #Image and Video Quality Assessment #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques
  13. Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment
    2024/03/18 by Tengchuan Kou, Xiaohong Liu, Kou, Tengchuan +13 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
  14. LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
    2024/04/28 by Zicheng Zhang, Haoning Wu, Zhang, Zicheng +17 · 6 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  15. OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
    2025/02/25 by Xiangyu Zhao, Zhao, Xiangyu, Ding, Shengyuan +20 · 8 citations
    Computer Science · Engineering · Social Sciences · #Context-Aware Activity Recognition Systems #Modular Robots and Swarm Intelligence #Technology Use by Older Adults
  16. Q-Boost: On Visual Quality Assessment Ability of Low-level Multi-Modality Foundation Models
    2023/12/23 by Zicheng Zhang, Zhang, Zicheng, Haoning Wu +21 · 4 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection
  17. Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis
    2024/02/27 by Zicheng Zhang, Ruobing Zheng, Zhang, Zicheng +17 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques
  18. Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified Model
    2024/07/31 by Zhichao Zhang, Zhang, Zhichao, Wei Sun +21 · 4 citations
    Computer Science · #Image and Video Quality Assessment
  19. Exploring the Naturalness of AI-Generated Images
    2023/12/09 by Zijian Chen, Wei Sun, Chen, Zijian +13 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  20. Perceptual Quality Assessment for Digital Human Heads
    2022/09/20 by Zicheng Zhang, Yingjie Zhou, Zhang, Zicheng +7 · 3 citations
    Computer Science · Medicine · #Image and Video Quality Assessment #Infrared Thermography in Medicine #Visual Attention and Saliency Detection
  21. CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation
    2022/12/04 by Zicheng Zhang, Yi Zhu, Zhang, Zicheng +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  22. Enhancing Blind Video Quality Assessment with Rich Quality-aware Features
    2024/05/14 by Wei Sun, Linhan Cao, Sun, Wei +14 · 3 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Multimedia (cs.MM) #electronic engineering #information engineering
  23. VQA2: Visual Question Answering for Video Quality Assessment
    2024/11/06 by Ziheng Jia, Jia, Ziheng, Zicheng Zhang +17 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  24. Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation
    2023/07/06 by Zicheng Zhang, Wei Sun, Zhang, Zicheng +15 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Visual Attention and Saliency Detection #electronic engineering #information engineering
  25. NTIRE 2024 Quality Assessment of AI-Generated Content Challenge
    2024/04/25 by Xiaohong Liu, Xiongkuo Min, Liu, Xiaohong +123 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Decision Sciences · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scientific Computing and Data Management
  26. IllusionBench+: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models
    2025/01/01 by Yiming Zhang, Zhang, Yiming, Zicheng Zhang +9 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  27. VINGS-Mono: Visual-Inertial Gaussian Splatting Monocular SLAM in Large Scenes
    2025/01/14 by Ke Wu, Wu, Ke, Zicheng Zhang +9 · 3 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Gaze Tracking and Assistive Technology #Advanced Image and Video Retrieval Techniques
  28. MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment
    2022/09/01 by Zicheng Zhang, Zhang, Zicheng, Wei Sun +11 · 1 citation
    Earth and Planetary Sciences · Engineering · Medicine · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrared Thermography in Medicine #electronic engineering #information engineering
  29. THQA: A Perceptual Quality Assessment Database for Talking Heads
    2024/04/13 by Yingjie Zhou, Zicheng Zhang, Zhou, Yingjie +13 · 3 citations
    Computer Science · #Face recognition and analysis #Video Surveillance and Tracking Methods #Human Pose and Action Recognition
  30. PetsGAN: Rethinking Priors for Single Image Generation
    2022/03/03 by Zicheng Zhang, Yinglu Liu, Zhang, Zicheng +9 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  31. Redundancy Principles for MLLMs Benchmarks
    2025/01/20 by Zicheng Zhang, Zhang, Zicheng, Xiangyu Zhao +15 · 3 citations
    Computer Science · #Natural Language Processing Techniques
  32. LOVE: Benchmarking and Evaluating Text-to-Video Generation and Video-to-Text Interpretation
    2025/05/17 by Wang, Jiarui, Huiyu Duan, Ziheng Jia +17 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Generative Adversarial Networks and Image Synthesis
  33. PuzzleBench: A Fully Dynamic Evaluation Framework for Large Multimodal Models on Puzzle Solving
    2025/04/15 by Zeyu Zhang, Zhang, Zeyu, Zijian Chen +16 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Multimodal Machine Learning Applications
  34. NTIRE 2024 Challenge on Short-form UGC Video Quality Assessment: Methods and Results
    2024/04/17 by Xin Li, Kun Yuan, Li, Xin +133 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #electronic engineering #information engineering
  35. Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation
    2024/03/13 by Zicheng Zhang, Tong Zhang, Zhang, Zicheng +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  36. Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency
    2024/09/01 by Weixia Zhang, Sun, Wei, Zhang, Weixia +14 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Industrial Vision Systems and Defect Detection #Visual Attention and Saliency Detection #electronic engineering #information engineering
  37. HiMA-Ecom: Enabling Joint Training of Hierarchical Multi-Agent E-commerce Assistants
    2025/06/24 by Junxing Hu, Han, Ai, Hu, Junxing +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  38. Multi-Dimensional Quality Assessment for Text-to-3D Assets: Dataset and Model
    2025/02/24 by Kang Fu, Huiyu Duan, Fu, Kang +11 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Industrial Vision Systems and Defect Detection
  39. Dual-Branch Network for Portrait Image Quality Assessment
    2024/05/14 by Wei Sun, Weixia Zhang, Sun, Wei +19 · 1 citation
    Engineering · #Advanced Image Fusion Techniques
  40. 3DGCQA: A Quality Assessment Database for 3D AI-Generated Contents
    2024/09/11 by Yingjie Zhou, Zhou, Yingjie, Zicheng Zhang +13 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing and 3D Reconstruction #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #electronic engineering #information engineering
  41. NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results
    2025/06/03 by Xiaohong Liu, Liu, Xiaohong, Xiongkuo Min +176 · 3 citations
    Computer Science · Medicine · #Seismology and Earthquake Studies #Radiomics and Machine Learning in Medical Imaging
  42. NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results
    2025/04/17 by Xin Li, Kun Yuan, Li, Xin +207 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Video Coding and Compression Technologies #electronic engineering #information engineering
  43. Just Noticeable Difference for Large Multimodal Models
    2025/07/01 by Zijian Chen, Yuan Tian, Chen, Zijian +12 · 5 citations
    Computer Science · Neuroscience · #Multimodal Machine Learning Applications #Data Visualization and Analytics #Face Recognition and Perception