proximal gradient descent

Beyond Single Solution: Multi-Hypothesis Deep Unfolding Network for Image Compressive Sensing CVPR 2026 Distilling Quasi-Conformal Mapping: A Generalizable and Efficient Solution for Wide-Angle Correction CVPR 2026 LRDUN: A Low-Rank Deep Unfolding Network for Efficient Spectral Compressive Imaging CVPR 2026 Multi-Scale Gradient-Guided Unrolling Architecture with Adaptive Mamba for Compressive Sensing CVPR 2026 Accelerating Proximal Gradient Descent via Silver Stepsizes COLT 2025 A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025 Automatic Differentiation of Optimization Algorithms with Time-Varying Updates ICML 2025 Improved Last-Iterate Convergence of Shuffling Gradient Methods for Nonsmooth Convex Optimization ICML 2025 Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent AISTATS 2025 Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks CVPR 2025 Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks ICLR 2024 MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization NeurIPS 2024 Meta-Learning Priors Using Unrolled Proximal Networks ICLR 2024 Coordinate Descent for SLOPE AISTATS 2023 Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening IJCAI 2023 Locally Regularized Sparse Graph by Fast Proximal Gradient Descent UAI 2023 Projective Proximal Gradient Descent for Nonconvex Nonsmooth Optimization: Fast Convergence Without Kurdyka-Lojasiewicz (KL) Property ICLR 2023 Deep Generalized Unfolding Networks for Image Restoration CVPR 2022 Efficiently Factorizing Boolean Matrices using Proximal Gradient Descent NeurIPS 2022 Gradient Step Denoiser for convergent Plug-and-Play ICLR 2022 Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning JMLR 2022 Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization ICML 2022 ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally! ICML 2022 Shrub Ensembles for Online Classification AAAI 2022 Adaptive Proximal Gradient Methods for Structured Neural Networks NeurIPS 2021