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cs.CV2026
Leveraging Multimodal Large Language Models for All-in-One Image Restoration via a Mixture of Frequency Experts
Eunho Lee, Rei Kawakami, Youngbae Hwang
All-in-one image restoration seeks to recover clean images from inputs affected by diverse and unknown degradations using a unified framework. Recent methods have shown strong perf…
cs.CV2024
Automatic Channel Pruning for Multi-Head Attention
Eunho Lee, Youngbae Hwang
Despite the strong performance of Transformers, their quadratic computation complexity presents challenges in applying them to vision tasks. Automatic pruning is one of effective m…