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"

30 / 30 papers shown

Title
NTIRE 2025 challenge on Text to Image Generation Model Quality Assessment Shuhao Han Haotian Fan Fangyuan Kong Wenjie Liao Chunle Guo ... Jian Guo Zhizhuo Shao Ziyu Feng Bing Li Weiming Hu 166 9 0 22 May 2025
Leveraging the Powerful Attention of a Pre-trained Diffusion Model for Exemplar-based Image Colorization Satoshi Kosugi DiffM 177 0 0 21 May 2025
WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? An-Lan Wang Jingqun Tang Liao Lei Hao Feng Qi Liu ... Wen Liu Hao Liu Yang Liu Xiang Bai Can Huang 113 1 0 16 May 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption Du Chen Tianhe Wu Kede Ma Lei Zhang 60 3 0 14 Mar 2025
Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution Vlad Hosu Lorenzo Agnolucci Daisuke Iso Dietmar Saupe 98 0 0 10 Feb 2025
Facial Attractiveness Prediction in Live Streaming: A New Benchmark and Multi-modal Method Haoyang Li Xiaoyu Ren Hongjiu Yu Huiyu Duan Kai Li Ying Chen Libo Wang Xiongkuo Min Guangtao Zhai Xu Liu CVBM 124 0 0 05 Jan 2025
EmojiDiff: Advanced Facial Expression Control with High Identity Preservation in Portrait Generation Liangwei Jiang Ruida Li Zhifeng Zhang Shuo Fang Chenguang Ma DiffM 137 1 0 02 Dec 2024
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 133 0 0 02 Dec 2024
Puzzle Similarity: A Perceptually-guided Cross-Reference Metric for Artifact Detection in 3D Scene Reconstructions Nicolai Hermann Jorge Condor Piotr Didyk 3DV 131 0 0 26 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 200 1 0 25 Nov 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 103 2 0 29 Aug 2024
Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop Weixia Zhang Dingquan Li Xiongkuo Min Guangtao Zhai Guodong Guo Xiaokang Yang Kede Ma OOD 59 34 0 03 Oct 2022
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Sidi Yang Tianhe Wu Shu Shi Shanshan Lao S. Gong Ming Cao Jiahao Wang Yujiu Yang 71 324 0 19 Apr 2022
Grounded Language-Image Pre-training Liunian Harold Li Pengchuan Zhang Haotian Zhang Jianwei Yang Chunyuan Li ... Lu Yuan Lei Zhang Lei Li Kai-Wei Chang Jianfeng Gao ObjD VLM 105 1,058 0 07 Dec 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 459 2,382 0 02 Sep 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 205 662 0 12 Aug 2021
Task-Specific Normalization for Continual Learning of Blind Image Quality Models Weixia Zhang Kede Ma Guangtao Zhai Xiaokang Yang VLM 60 24 0 28 Jul 2021
Troubleshooting Blind Image Quality Models in the Wild Zhihua Wang Haotao Wang Tianlong Chen Zhangyang Wang Kede Ma 30 19 0 14 May 2021
Continual Learning for Blind Image Quality Assessment Weixia Zhang Dingquan Li Chao Ma Guangtao Zhai Xiaokang Yang Kede Ma VLM 43 86 0 19 Feb 2021
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 59 195 0 23 Jul 2020
Pareto Multi-Task Learning Xi Lin Hui-Ling Zhen Zhenhua Li Qingfu Zhang Sam Kwong 76 349 0 30 Dec 2019
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality Zhenqiang Ying Haoran Niu Praful Gupta D. Mahajan Deepti Ghadiyaram A. Bovik 72 305 0 20 Dec 2019
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Vlad Hosu Hanhe Lin T. Szirányi Dietmar Saupe 102 564 0 14 Oct 2019
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network Weixia Zhang Kede Ma Jia Yan Dexiang Deng Zhou Wang 84 664 0 05 Jul 2019
Branched Multi-Task Networks: Deciding What Layers To Share Simon Vandenhende Stamatios Georgoulis Bert De Brabandere Luc Van Gool 71 145 0 05 Apr 2019
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 264 3,122 0 19 May 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 806 11,866 0 09 Mar 2017
Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment S. Bosse Dominique Maniry K. Müller Thomas Wiegand Wojciech Samek 72 994 0 06 Dec 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 288 8,091 0 13 Aug 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 195 7,729 0 31 Aug 2015