UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment Paper • 2406.01069 • Published Jun 3, 2024
VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank Paper • 2505.14460 • Published May 20, 2025 • 33
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Paper • 2204.08958 • Published Apr 19, 2022 • 1
Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild Paper • 2304.00451 • Published Apr 2, 2023
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Paper • 1910.06180 • Published Oct 14, 2019
ARNIQA: Learning Distortion Manifold for Image Quality Assessment Paper • 2310.14918 • Published Oct 20, 2023