TTTIR: Unlocking Instance-Specific State Evolution via Test-Time Training for Image Restoration

Kaihang Zheng, Jun Li, Hang Guo +5

Image restoration is inherently challenging due to the diverse and highly input-dependent nature of real-world degradations. While recent architectures like Transformers and state-…