Adaptive Image Quality Assessment via Teaching Large Multimodal Model to
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Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare

29 May 2024

Haoning Wu

Zicheng Zhang

Guangtao Zhai

Weisi Lin

Shiqi Wang

Papers citing "Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare"

18 / 18 papers shown

Title
Breaking Annotation Barriers: Generalized Video Quality Assessment via Ranking-based Self-Supervision Linhan Cao Wei Sun Kaiwei Zhang Yicong Peng Guangtao Zhai Xiongkuo Min 40 0 0 06 May 2025
AdaQual-Diff: Diffusion-Based Image Restoration via Adaptive Quality Prompting Xin Su Chen Wu Yu Zhang Chen Lyu Zhuoran Zheng 29 0 0 17 Apr 2025
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning Weiqi Li X. Zhang Shijie Zhao Y. Zhang Junlin Li Li Zhang Jian Andrew Zhang 46 3 0 28 Mar 2025
Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model M. Li Rui Wang Lei Sun Y. Bai Xiangxiang Chu 54 0 0 08 Mar 2025
M3-AGIQA: Multimodal, Multi-Round, Multi-Aspect AI-Generated Image Quality Assessment Chuan Cui Kejiang Chen Zhihua Wei Wen Shen W. Zhang Nenghai Yu EGVM 58 0 0 24 Feb 2025
AI-generated Image Quality Assessment in Visual Communication Yu Tian Yixuan Li Baoliang Chen Hanwei Zhu Shiqi Wang Sam Kwong 75 0 0 20 Dec 2024
Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics Sara Ghazanfari Siddharth Garg Nicolas Flammarion P. Krishnamurthy Farshad Khorrami Francesco Croce VLM 82 0 0 13 Dec 2024
AIM 2024 Challenge on UHD Blind Photo Quality Assessment Vlad Hosu Marcos V. Conde Lorenzo Agnolucci Nabajeet Barman Saman Zadtootaghaj Radu Timofte 21 8 0 24 Sep 2024
LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment Model Nasim Jamshidi Avanaki Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj VLM 27 1 0 30 Aug 2024
Quality Assessment in the Era of Large Models: A Survey Zicheng Zhang Yingjie Zhou Chunyi Li Baixuan Zhao Xiaohong Liu Guangtao Zhai 27 4 0 17 Aug 2024
How is Visual Attention Influenced by Text Guidance? Database and Model Yinan Sun Xiongkuo Min Huiyu Duan Guangtao Zhai 65 4 0 11 Apr 2024
A Benchmark for Multi-modal Foundation Models on Low-level Vision: from Single Images to Pairs Zicheng Zhang Haoning Wu Erli Zhang Guangtao Zhai Weisi Lin VLM 19 8 0 11 Feb 2024
2AFC Prompting of Large Multimodal Models for Image Quality Assessment Hanwei Zhu Xiangjie Sui Baoliang Chen Xuelin Liu Peilin Chen Yuming Fang Shiqi Wang 35 14 0 02 Feb 2024
InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model Xiao-wen Dong Pan Zhang Yuhang Zang Yuhang Cao Bin Wang ... Conghui He Xingcheng Zhang Yu Qiao Dahua Lin Jiaqi Wang VLM MLLM 73 89 0 29 Jan 2024
Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation Yixuan Li Peilin Chen Hanwei Zhu Keyan Ding Leida Li Shiqi Wang 23 3 0 16 Jan 2024
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Qinghao Ye Haiyang Xu Jiabo Ye Mingshi Yan Anwen Hu Haowei Liu Qi Qian Ji Zhang Fei Huang Jingren Zhou MLLM VLM 114 367 0 07 Nov 2023
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 146 608 0 12 Aug 2021
No-Reference Image Quality Assessment by Hallucinating Pristine Features Baoliang Chen Lingyu Zhu Chenqi Kong Hanwei Zhu Shiqi Wang Zhu Li 33 26 0 09 Aug 2021