| HiLLIE: Human-in-the-Loop Training for Low-Light Image Enhancement | May 4, 2025 | Image EnhancementImage Quality Assessment | CodeCode Available | 0 |
| Perceptual Error Logarithm: An Efficient and Effective Analytical Method for Full-Reference Image Quality Assessment | Apr 25, 2025 | Full reference image quality assessmentFull-Reference Image Quality Assessment | —Unverified | 0 |
| NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results | Apr 20, 2025 | Image Quality Assessmentvalid | CodeCode Available | 1 |
| Towards Explainable Partial-AIGC Image Quality Assessment | Apr 12, 2025 | Image GenerationImage Manipulation | —Unverified | 0 |
| Q-Agent: Quality-Driven Chain-of-Thought Image Restoration Agent through Robust Multimodal Large Language Model | Apr 9, 2025 | Image Quality AssessmentImage Restoration | —Unverified | 0 |
| Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning | Apr 2, 2025 | AttributeImage Quality Assessment | CodeCode Available | 1 |
| Multi-Marker Similarity enables reduced-reference and interpretable image quality assessment in optical microscopy | Apr 2, 2025 | Image Quality Assessment | —Unverified | 0 |
| Q-Insight: Understanding Image Quality via Visual Reinforcement Learning | Mar 28, 2025 | DescriptiveImage Quality Assessment | CodeCode Available | 2 |
| Mitigating Low-Level Visual Hallucinations Requires Self-Awareness: Database, Model and Training Strategy | Mar 26, 2025 | HallucinationImage Captioning | —Unverified | 0 |
| 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 |
