Anne Gagneux

1. PnP-Flow: Plug-and-Play Image Restoration with Flow Matching
   2024/10/03 by Ségolène Martin, Martin, Ségolène, Anne Gagneux +5 · 1 voice · 28 citations
   Computer Science · #cs.CV #cs.LG
2. On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity
   2025/06/04 by Quentin Bertrand, Anne Gagneux, Bertrand, Quentin +5 · 1 voice · 19 citations
   Decision Sciences · Engineering · #Forecasting Techniques and Applications #Reservoir Engineering and Simulation Methods #Simulation Techniques and Applications #cs.LG #stat.ML
3. The Generation Phases of Flow Matching: a Denoising Perspective
   2025/10/28 by Anne Gagneux, Ségolène Martin, Gagneux, Anne +5 · 1 voice · 2 citations
   Business, Management and Accounting · Computer Science · Engineering · #Business Process Modeling and Analysis #Data Stream Mining Techniques #Innovative Microfluidic and Catalytic Techniques Innovation #cs.AI #cs.CV #cs.LG
4. Convexity in ReLU Neural Networks: beyond ICNNs?
   2025/01/06 by Anne Gagneux, Gagneux, Anne, Mathurin Massias +5 · 1 citation
   Computer Science · Neuroscience · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Brain Tumor Detection and Classification