| VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank | May 20, 2025 | Image GenerationImage Quality Assessment | CodeCode Available | 2 |
| AIM 2024 Challenge on UHD Blind Photo Quality Assessment | Sep 24, 2024 | 4kComputational Efficiency | CodeCode Available | 1 |
| Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment | Mar 25, 2025 | Image Quality AssessmentImage Super-Resolution | CodeCode Available | 1 |
| Diffusion Model Based Visual Compensation Guidance and Visual Difference Analysis for No-Reference Image Quality Assessment | Feb 22, 2024 | DenoisingImage Quality Assessment | CodeCode Available | 1 |
| Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives | Apr 20, 2024 | Adversarial AttackImage Quality Assessment | —Unverified | 0 |
| Black-box Adversarial Attacks Against Image Quality Assessment Models | Feb 27, 2024 | Image Quality AssessmentNo-Reference Image Quality Assessment | —Unverified | 0 |
| ATTIQA: Generalizable Image Quality Feature Extractor using Attribute-aware Pretraining | Jun 3, 2024 | AttributeImage Enhancement | —Unverified | 0 |
| Comparison-based Image Quality Assessment for Parameter Selection | Jan 18, 2016 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| When No-Reference Image Quality Models Meet MAP Estimation in Diffusion Latents | Mar 11, 2024 | Image EnhancementImage Quality Assessment | —Unverified | 0 |
| Comprehensive evaluation of no-reference image quality assessment algorithms on authentic distortions | Oct 26, 2020 | BIG-bench Machine LearningImage Quality Assessment | —Unverified | 0 |
| Cross-Domain Underwater Image Enhancement Guided by No-Reference Image Quality Assessment: A Transfer Learning Approach | Mar 23, 2025 | Image EnhancementImage Quality Assessment | —Unverified | 0 |
| Cross-IQA: Unsupervised Learning for Image Quality Assessment | May 7, 2024 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Deep Optimization model for Screen Content Image Quality Assessment using Neural Networks | Mar 2, 2019 | Full reference image quality assessmentFull-Reference Image Quality Assessment | —Unverified | 0 |
| Visual question answering based evaluation metrics for text-to-image generation | Nov 15, 2024 | Image GenerationImage Manipulation | —Unverified | 0 |
| A Deep-Learning-Based Label-free No-Reference Image Quality Assessment Metric: Application in Sodium MRI Denoising | Aug 29, 2024 | DenoisingImage Denoising | —Unverified | 0 |
| An Attention-Driven Approach of No-Reference Image Quality Assessment | Dec 12, 2016 | Image Quality AssessmentMulti-Task Learning | —Unverified | 0 |
| Augmenting Perceptual Super-Resolution via Image Quality Predictors | Jan 1, 2025 | Image Quality AssessmentNR-IQA | —Unverified | 0 |
| StyleAM: Perception-Oriented Unsupervised Domain Adaption for Non-reference Image Quality Assessment | Jul 29, 2022 | Domain AdaptationImage Quality Assessment | —Unverified | 0 |
| ER-IQA: Boosting Perceptual Quality Assessment Using External Reference Images | May 6, 2021 | Image Quality AssessmentNR-IQA | —Unverified | 0 |
| Subjective Quality Assessment for Images Generated by Computer Graphics | Jun 10, 2022 | Image Quality AssessmentNo-Reference Image Quality Assessment | —Unverified | 0 |
| Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity | Dec 11, 2023 | Contrastive Learningfeature selection | —Unverified | 0 |
| Domain Fingerprints for No-reference Image Quality Assessment | Nov 2, 2019 | Image Quality AssessmentNo-Reference Image Quality Assessment | —Unverified | 0 |
| Exploring Vulnerabilities of No-Reference Image Quality Assessment Models: A Query-Based Black-Box Method | Jan 10, 2024 | Image Quality AssessmentNo-Reference Image Quality Assessment | —Unverified | 0 |
| GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models | Jun 7, 2024 | BenchmarkingDenoising | —Unverified | 0 |
| Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning | Apr 5, 2018 | HallucinationImage Quality Assessment | —Unverified | 0 |