Arthur Leclaire

4 papers · 2022–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

ICML (2) ICLR (1) NeurIPS (1)

Top co-authors

Nicolas Papadakis (4) Samuel Hurault (3) Jean Prost (1) Ulugbek Kamilov (1) Marien Renaud (1)

Research topics

Deep Learning (4) Computer Vision (3) Machine Learning (3) Models (3) Optimization & Theory · Machine Learning (3) Processing (3) Mathematics & Optimization (2) Optimization (2) Artificial Intelligence (1) Core AI (1) Optimization & Theory · Deep Learning (1)

Keywords

proximal algorithm (2) proximal gradient descent (2) image denoising (2) image restoration (2) gradient descent (1) image deblurring (1) stochastic regularization (1) proximal operator (1) inverse problem (1) neural network (1) plug-and-play optimization (1) plug and play (1) poisson inverse problem (1) gaussian denoiser (1) denoiser (1) non-convex optimization (1) annealing extension (1) convergence analysis (1) image super-resolution (1) bregman divergence (1)

Papers

Plug-and-Play image restoration with Stochastic deNOising REgularization ICML 2024 Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems NeurIPS 2023 Gradient Step Denoiser for convergent Plug-and-Play ICLR 2022 Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization ICML 2022