48 citations · 50 across the 4 of their papers we have counts for
Showing cs.CVShow all
3 papers · 1 filter
cs.CV2025
MUJICA: Reforming SISR Models for PBR Material Super-Resolution via Cross-Map Attention
Xin Du, Maoyuan Xu, Zhi Ying
Physically Based Rendering (PBR) materials are typically characterized by multiple 2D texture maps such as basecolor, normal, metallic, and roughness which encode spatially-varying…
cs.CV2022
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning
Yang Zhou, Yuda Song, Hui Qian +1
Image restoration tasks have achieved tremendous performance improvements with the rapid advancement of deep neural networks. However, most prevalent deep learning models perform i…
cs.CV2022★ 48 cited
Rethinking Performance Gains in Image Dehazing Networks
Yuda Song, Yang Zhou, Hui Qian +1
Image dehazing is an active topic in low-level vision, and many image dehazing networks have been proposed with the rapid development of deep learning. Although these networks' pip…