2 papers
cs.CV2025
ControlMambaIR: Conditional Controls with State-Space Model for Image Restoration
Cheng Yang, Lijing Liang, Zhixun Su
This paper proposes ControlMambaIR, a novel image restoration method designed to address perceptual challenges in image deraining, deblurring, and denoising tasks. By integrating t…
math.OC2025
Alternating Stochastic Variance-Reduced Algorithms with Optimal Complexity for Bilevel Optimization
Haimei Huo, Zhixun Su
This paper studies the unconstrained nonconvex-strongly-convex bilevel optimization problem. A common approach to solving this problem is to alternately update the upper-level and…