"image quality assessment" Papers
13 papers found
Charm: The Missing Piece in ViT Fine-Tuning for Image Aesthetic Assessment
Fatemeh Behrad, Tinne Tuytelaars, Johan Wagemans
CVPR 2025posterarXiv:2504.02522
3
citations
Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models
Xudong Li, Zihao Huang, Yan Zhang et al.
ICCV 2025posterarXiv:2409.05381
2
citations
GMValuator: Similarity-based Data Valuation for Generative Models
Jiaxi Yang, Wenlong Deng, Benlin Liu et al.
ICLR 2025posterarXiv:2304.10701
2
citations
VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank
Tianhe Wu, Jian Zou, Jie Liang et al.
NeurIPS 2025spotlightarXiv:2505.14460
30
citations
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
Xudong Li, Timin Gao, Runze Hu et al.
ICML 2024poster
Causal-IQA: Towards the Generalization of Image Quality Assessment Based on Causal Inference
Yan Zhong, Xingyu Wu, Li Zhang et al.
ICML 2024poster
Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks
Anastasia Antsiferova, Khaled Abud, Aleksandr Gushchin et al.
AAAI 2024paperarXiv:2310.06958
16
citations
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models
Zhiyuan You, Zheyuan Li, Jinjin Gu et al.
ECCV 2024posterarXiv:2312.08962
92
citations
IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics
Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy Vatolin
ICML 2024oral
Make Lossy Compression Meaningful for Low-Light Images
Shilv Cai, Liqun Chen, Sheng Zhong et al.
AAAI 2024paperarXiv:2305.15030
5
citations
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
Haoning Wu, Zicheng Zhang, Weixia Zhang et al.
ICML 2024poster
Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment
Yongxu Liu, Yinghui Quan, Guoyao Xiao et al.
AAAI 2024paperarXiv:2401.02614
17
citations
Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning
Jinsong Shi, Pan Gao, Jie Qin
AAAI 2024paperarXiv:2312.06995
34
citations