Aubin, Benjamin

7 publications

AAAI 2025 Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation Clément Chadebec, Onur Tasar, Eyal Benaroche, Benjamin Aubin

ICCV 2025 LBM: Latent Bridge Matching for Fast Image-to-Image Translation Clément Chadebec, Onur Tasar, Sanjeev Sreetharan, Benjamin Aubin

JMLR 2023 Tree-AMP: Compositional Inference with Tree Approximate Message Passing Antoine Baker, Florent Krzakala, Benjamin Aubin, Lenka Zdeborová

NeurIPS 2020 Generalization Error in High-Dimensional Perceptrons: Approaching Bayes Error with Convex Optimization Benjamin Aubin, Florent Krzakala, Yue Lu, Lenka Zdeborová

NeurIPSW 2019 Precise Asymptotics for Phase Retrieval and Compressed Sensing with Random Generative Priors Benjamin Aubin, Bruno Loureiro, Antoine Baker, Florent Krzakala, Lenka Zdeborova

NeurIPS 2019 The Spiked Matrix Model with Generative Priors Benjamin Aubin, Bruno Loureiro, Antoine Maillard, Florent Krzakala, Lenka Zdeborová

NeurIPS 2018 The Committee Machine: Computational to Statistical Gaps in Learning a Two-Layers Neural Network Benjamin Aubin, Antoine Maillard, Jean Barbier, Florent Krzakala, Nicolas Macris, Lenka Zdeborová