8 citations · 11 across the 4 of their papers we have counts for
4 papers
Fast and Stable Diffusion Inverse Solver with History Gradient Update
Linchao He, Hongyu Yan, Mengting Luo +8
Diffusion models have recently been recognised as efficient inverse problem solvers due to their ability to produce high-quality reconstruction results without relying on pairwise…
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond
Wenchao Du, Hu Chen, Yi Zhang +1
Image denoising is a typical ill-posed problem due to complex degradation. Leading methods based on normalizing flows have tried to solve this problem with an invertible transforma…
Depth Completion using Geometry-Aware Embedding
Wenchao Du, Hu Chen, Hongyu Yang +1
Exploiting internal spatial geometric constraints of sparse LiDARs is beneficial to depth completion, however, has been not explored well. This paper proposes an efficient method t…
Learning Invariant Representation for Unsupervised Image Restoration
Wenchao Du, Hu Chen, Hongyu Yang
Recently, cross domain transfer has been applied for unsupervised image restoration tasks. However, directly applying existing frameworks would lead to domain-shift problems in tra…