Risheng Liu

Latest

• On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems
• Learning to Diffuse: A New Perspective to Design PDEs for Visual Analysis
• Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning
• Adaptive Partial Differential Equation Learning for Visual Saliency Detection
• Learning Markov Random Walks for Robust Subspace Clustering and Estimation
• Linear time Principal Component Pursuit and its extensions using l1 Filtering
• Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning
• Fixed-Rank Representation for Unsupervised Visual Learning
• Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation
• Toward designing intelligent PDEs for computer vision An optimal control approach
• Feature Extraction by Learning Lorentzian Metric Tensor and Its Extensions
• Learning PDEs for Image Restoration via Optimal Control
• Lorentzian Discriminant Projection and Its Applications