Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective

27 March 2023

Weixia Zhang

Guangtao Zhai

Papers citing "Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective"

50 / 125 papers shown

Title
Augmenting Perceptual Super-Resolution via Image Quality Predictors Fengjia Zhang Samrudhdhi B. Rangrej Tristan Aumentado-Armstrong Afsaneh Fazly Alex Levinshtein SupR 62 0 0 25 Apr 2025
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results Zheng Chen J. Wang Kai Liu Jue Gong Lei Sun ... J. Lee C. Lee Chih-Chung Hsu Hu Peng Chunming He 46 2 0 20 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results Xin Li Kun Yuan B. Li Fengbin Guan Yizhen Shao ... Guohua Zhang Z. Huang Y. Deng Qingmiao Jiang Lu Chen 53 7 0 17 Apr 2025
DVLTA-VQA: Decoupled Vision-Language Modeling with Text-Guided Adaptation for Blind Video Quality Assessment Li Yu Situo Wang Wei Zhou M. Gabbouj 24 0 0 16 Apr 2025
CleanMAP: Distilling Multimodal LLMs for Confidence-Driven Crowdsourced HD Map Updates Ankit Kumar Shaw Kun Jiang Tuopu Wen Chandan Kumar Sah Yining Shi Mengmeng Yang D. Yang Xiaoli Lian 26 0 0 14 Apr 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration Yunlong Lin Zixu Lin Haoyu Chen Panwang Pan C. Li Sixiang Chen Yeying Jin W. J. Li Xinghao Ding 25 1 0 05 Apr 2025
Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning Yiting Lu X. Li H. Wu Bingchen Li Weisi Lin Zhibo Chen 37 1 0 02 Apr 2025
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution Zheng-Peng Duan Jiawei Zhang Xin Jin Z. Zhang Zheng Xiong Dongqing Zou Jimmy S. Ren Chun-Le Guo Chongyi Li 37 0 0 30 Mar 2025
MVPortrait: Text-Guided Motion and Emotion Control for Multi-view Vivid Portrait Animation Yukang Lin Hokit Fung Jianjin Xu Zeping Ren Adela S.M. Lau Guosheng Yin Xiu Li VGen 39 5 0 25 Mar 2025
Don't Judge Before You CLIP: A Unified Approach for Perceptual Tasks Amit Zalcher Navve Wasserman Roman Beliy Oliver Heinimann Michal Irani VLM 66 0 0 17 Mar 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption Du Chen Tianhe Wu Kede Ma Lei Zhang 31 2 0 14 Mar 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 52 1 0 13 Mar 2025
Teaching LMMs for Image Quality Scoring and Interpreting Zicheng Zhang H. Wu Ziheng Jia Weisi Lin Guangtao Zhai 60 1 0 12 Mar 2025
Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts Hantao Zhou Rui Yang Longxiang Tang Guanyi Qin Y. Zhang R. Hu Xiu Li 39 0 0 09 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 59 0 0 08 Mar 2025
Viewport-Unaware Blind Omnidirectional Image Quality Assessment: A Flexible and Effective Paradigm Jiebin Yan Kangcheng Wu Junjie Chen Ziwen Tan Yuming Fang 55 0 0 08 Mar 2025
Computational Analysis of Degradation Modeling in Blind Panoramic Image Quality Assessment Jiebin Yan Ziwen Tan Jiale Rao Lei Wu Yifan Zuo Yuming Fang 52 0 0 05 Mar 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu W. Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 75 2 0 04 Mar 2025
Language-Guided Visual Perception Disentanglement for Image Quality Assessment and Conditional Image Generation Zhichao Yang Leida Li Pengfei Chen Jinjian Wu Giuseppe Valenzise 58 0 0 04 Mar 2025
FaceShot: Bring Any Character into Life Junyao Gao Yanan Sun Fei Shen Xin Jiang Zhening Xing Kai-xiang Chen Cairong Zhao CVBM 3DH 40 1 0 02 Mar 2025
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image Enhancement Nan An Long Ma Guangchao Han Xin-Yue Fan Risheng Liu 38 0 0 27 Feb 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 65 0 0 24 Feb 2025
Omnidirectional Image Quality Captioning: A Large-scale Database and A New Model Jiebin Yan Ziwen Tan Yuming Fang Junjie Chen Wenhui Jiang Zhou Wang 81 2 0 24 Feb 2025
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution Vlad Hosu Lorenzo Agnolucci Daisuke Iso Dietmar Saupe 54 0 0 10 Feb 2025
BD-Diff: Generative Diffusion Model for Image Deblurring on Unknown Domains with Blur-Decoupled Learning Junhao Cheng Wei-Ting Chen Xi Lu Ming-Hsuan Yang DiffM 53 0 0 03 Feb 2025
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization N. Maus Kyurae Kim Yimeng Zeng Haydn Jones Fangping Wan Marcelo Der Torossian Torres Cesar de la Fuente-Nunez J. Gardner 75 0 0 31 Jan 2025
Facial Attractiveness Prediction in Live Streaming: A New Benchmark and Multi-modal Method H. Li Xiaoyu Ren Hongjiu Yu Huiyu Duan Kai Li Ying Chen Libo Wang Xiongkuo Min Guangtao Zhai Xu Liu CVBM 30 0 0 05 Jan 2025
Image Quality Assessment: Enhancing Perceptual Exploration and Interpretation with Collaborative Feature Refinement and Hausdorff distance Xuekai Wei Junyu Zhang Qinlin Hu Mingliang Zhou\\Yong Feng Weizhi Xian Huayan Pu Sam Kwong 65 0 0 20 Dec 2024
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and Deblurring Yuzhi Zhao L. Po Xin Ye Yongzhe Xu Qiong Yan 70 1 0 10 Dec 2024
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 82 0 0 02 Dec 2024
EmojiDiff: Advanced Facial Expression Control with High Identity Preservation in Portrait Generation Liangwei Jiang Ruida Li Zhifeng Zhang Shuo Fang Chenguang Ma DiffM 72 1 0 02 Dec 2024
Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration Haoze Sun W. J. Li J. Liu Kaiwen Zhou Yongqiang Chen Yong Guo Y. Li Renjing Pei Long Peng Y. Yang DiffM 68 1 0 01 Dec 2024
Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions Nicolai Hermann Jorge Condor Piotr Didyk 3DV 85 0 0 26 Nov 2024
AI-Generated Image Quality Assessment Based on Task-Specific Prompt and Multi-Granularity Similarity Jili Xia Lihuo He Fei Gao K. Zhang Leida Li Xinbo Gao EGVM 63 1 0 25 Nov 2024
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric Zhichao Zhang Wei Sun Xinyue Li Yunhao Li Qihang Ge ... Zhongpeng Ji Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai EGVM 117 1 0 25 Nov 2024
SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning Z. Chen Juan Wang Wen Wang Sunhan Xu Hang Xiong ... Jian Guo Shuxun Wang C. Yuan Bing Li Weiming Hu VLM 36 1 0 15 Nov 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 21 2 0 15 Oct 2024
One-shot Generative Domain Adaptation in 3D GANs Ziqiang Li Yi Wu Chaoyue Wang Xue Rui Bin Li 11 0 0 11 Oct 2024
LIME-Eval: Rethinking Low-light Image Enhancement Evaluation via Object Detection Mingjia Li Hao Zhao Xiaojie Guo ObjD 25 2 0 11 Oct 2024
DPL: Cross-quality DeepFake Detection via Dual Progressive Learning Dongliang Zhang Yunfei Li Jiaran Zhou Yuezun Li 21 1 0 10 Oct 2024
R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions? Chunyi Li J. Zhang Zicheng Zhang H. Wu Yuan Tian ... Guo Lu Xiaohong Liu Xiongkuo Min Weisi Lin Guangtao Zhai AAML 39 3 0 07 Oct 2024
Image Watermarks are Removable Using Controllable Regeneration from Clean Noise Yepeng Liu Yiren Song Hai Ci Yu Zhang Haofan Wang Mike Zheng Shou Yuheng Bu WIGM 43 3 0 07 Oct 2024
AIM 2024 Challenge on Video Super-Resolution Quality Assessment: Methods and Results Ivan Molodetskikh Artem Borisov D. Vatolin Radu Timofte Jianzhao Liu ... Xiongkuo Min Guangtao Zhai Weihua Luo Yupeng Z. Hong Y SupR 43 6 0 05 Oct 2024
Delving Deep into Engagement Prediction of Short Videos Dasong Li Wenjie Li Baili Lu Hongsheng Li Sizhuo Ma Gurunandan Krishnan Jian Wang 19 0 0 30 Sep 2024
AIM 2024 Challenge on UHD Blind Photo Quality Assessment Vlad Hosu Marcos V. Conde Lorenzo Agnolucci Nabajeet Barman Saman Zadtootaghaj Radu Timofte 26 8 0 24 Sep 2024
Revisiting Video Quality Assessment from the Perspective of Generalization Xinli Yue Jianhui Sun Liangchao Yao Fan Xia Yuetang Deng ... Lei Li Fengyun Rao Jing Lv Qian Wang Lingchen Zhao MoMe 19 0 0 23 Sep 2024
Exploring Kolmogorov-Arnold networks for realistic image sharpness assessment Shaode Yu Ze Chen Zhimu Yang Jiacheng Gu Bizu Feng 23 2 0 12 Sep 2024
Attention Down-Sampling Transformer, Relative Ranking and Self-Consistency for Blind Image Quality Assessment Mohammed Alsaafin Musab Alsheikh Saeed Anwar Muhammad Usman ViT 20 1 0 11 Sep 2024
ExIQA: Explainable Image Quality Assessment Using Distortion Attributes Sepehr Kazemi Ranjbar Emad Fatemizadeh 34 0 0 10 Sep 2024
Boosting CLIP Adaptation for Image Quality Assessment via Meta-Prompt Learning and Gradient Regularization Xudong Li Zihao Huang R. Hu Yan Zhang Liujuan Cao Rongrong Ji VLM 27 0 0 09 Sep 2024