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"

25 / 125 papers shown

Title
Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment Yongxu Liu Yinghui Quan Guoyao Xiao Aobo Li Jinjian Wu 15 9 0 05 Jan 2024
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels Haoning Wu Zicheng Zhang Weixia Zhang Chaofeng Chen Liang Liao ... Wenxiu Sun Qiong Yan Xiongkuo Min Guangtao Zhai Weisi Lin 12 131 0 28 Dec 2023
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models Zhiyuan You Zheyuan Li Jinjin Gu Zhenfei Yin Tianfan Xue Chao Dong EGVM 16 35 0 14 Dec 2023
On Diversified Preferences of Large Language Model Alignment Dun Zeng Yong Dai Pengyu Cheng Longyue Wang Tianhao Hu Wanshun Chen Nan Du Zenglin Xu ALM 25 16 0 12 Dec 2023
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity Xudong Li Timin Gao Runze Hu Yan Zhang Shengchuan Zhang ... Yunhang Shen Ke Li Yutao Liu Pingyang Dai Rongrong Ji AAML 18 1 0 11 Dec 2023
Exploring the Naturalness of AI-Generated Images Zijian Chen Wei Sun Haoning Wu Zicheng Zhang Jun Jia ... Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai Wenjun Zhang 11 17 0 09 Dec 2023
Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment Suhas Srinath Shankhanil Mitra Shika Rao R. Soundararajan OOD 13 5 0 08 Dec 2023
Learning with Noisy Low-Cost MOS for Image Quality Assessment via Dual-Bias Calibration Lei Wang Qingbo Wu Desen Yuan K. Ngan Hongliang Li Fanman Meng Linfeng Xu 15 5 0 27 Nov 2023
MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning Yixin Liu Chenrui Fan Yutong Dai Xun Chen Pan Zhou Lichao Sun DiffM 16 18 0 22 Nov 2023
Reference-based Restoration of Digitized Analog Videotapes Lorenzo Agnolucci L. Galteri Marco Bertini A. Bimbo VGen 17 1 0 20 Oct 2023
Adaptive Neural Ranking Framework: Toward Maximized Business Goal for Cascade Ranking Systems Yunli Wang Zhiqiang Wang Jian Yang Shiyang Wen Dongying Kong Han Li Kun Gai 19 10 0 16 Oct 2023
$Perceptual Quality Assessment of 360$^\circ$ Images Based on Generative Scanpath Representation$ Perceptual Quality Assessment of 360 $^\circ$ Images Based on Generative Scanpath Representation Xiangjie Sui Hanwei Zhu Xuelin Liu Yuming Fang Shiqi Wang Zhou Wang 30 6 0 07 Sep 2023
Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment Kangmin Xu Liang Liao Jing Xiao Chaofeng Chen Haoning Wu Qiong Yan Weisi Lin ViT 11 5 0 23 Aug 2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment Chaofeng Chen Jiadi Mo Jingwen Hou Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 15 111 0 06 Aug 2023
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models Wei Sun Wen Wen Xiongkuo Min Long Lan Guangtao Zhai Kede Ma 25 20 0 26 Jul 2023
AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment Chunyi Li Zicheng Zhang Haoning Wu Wei Sun Xiongkuo Min Xiaohong Liu Guangtao Zhai Weisi Lin EGVM 19 113 0 07 Jun 2023
Towards Explainable In-the-Wild Video Quality Assessment: A Database and a Language-Prompted Approach Haoning Wu Erli Zhang Liang Liao Chaofeng Chen Jingwen Hou Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 17 38 0 22 May 2023
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment Tianhe Wu Shu Shi Haoming Cai Ming Cao Jing Xiao Yinqiang Zheng Yujiu Yang 18 20 0 18 May 2023
Towards Robust Text-Prompted Semantic Criterion for In-the-Wild Video Quality Assessment Haoning Wu Liang Liao Annan Wang Chaofeng Chen Jingwen Hou Wenxiu Sun Qiong Yan Weisi Lin 57 15 0 28 Apr 2023
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 26 34 0 03 Oct 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz X. Wang ViT VLM 177 494 0 22 Feb 2022
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 151 608 0 12 Aug 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Tsung-Yi Lin Weicheng Kuo Yin Cui VLM ObjD 223 897 0 28 Apr 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017