13 citations · 42 across the 24 of their papers we have counts for
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2019
Investigating Customization Strategies and Convergence Behaviors of Task-specific ADMM
Risheng Liu, Pan Mu, Jin Zhang
Alternating Direction Method of Multiplier (ADMM) has been a popular algorithmic framework for separable optimization problems with linear constraints. For numerical ADMM fail to e…
cs.CV2019★ 1 cited
Task-Oriented Convex Bilevel Optimization with Latent Feasibility
Risheng Liu, Long Ma, Xiaoming Yuan +2
This paper firstly proposes a convex bilevel optimization paradigm to formulate and optimize popular learning and vision problems in real-world scenarios. Different from convention…