"no-reference iqa" Papers

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VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank

Tianhe Wu, Jian Zou, Jie Liang et al.

NEURIPS 2025spotlightarXiv:2505.14460
35
citations

Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity

Xudong Li, Timin Gao, Runze Hu et al.

ICML 2024arXiv:2312.06158
11
citations

Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization

Yujia Liu, Chenxi Yang, Dingquan Li et al.

CVPR 2024arXiv:2403.11397
12
citations

Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models

Zhiyuan You, Zheyuan Li, Jinjin Gu et al.

ECCV 2024arXiv:2312.08962
95
citations

DSMix: Distortion-Induced Saliency Map Based Pre-training for No-Reference Image Quality Assessment

Jinsong Shi, Jinsong Shi, Xiaojiang Peng et al.

ECCV 2024
5
citations

Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning

Jinsong Shi, Pan Gao, Jie Qin

AAAI 2024paperarXiv:2312.06995
38
citations