Neumayer, Sebastian

6 publications

ICML 2025 DEALing with Image Reconstruction: Deep Attentive Least Squares Mehrsa Pourya, Erich Kobler, Michael Unser, Sebastian Neumayer

TMLR 2025 Generative Feature Training of Thin 2-Layer Networks Johannes Hertrich, Sebastian Neumayer

CPAL 2025 Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction Stanislas Ducotterd, Sebastian Neumayer, Michael Unser

JMLR 2024 Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions Stanislas Ducotterd, Alexis Goujon, Pakshal Bohra, Dimitris Perdios, Sebastian Neumayer, Michael Unser

JMLR 2024 On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks Sebastian Neumayer, Lénaïc Chizat, Michael Unser

NeurIPSW 2023 Boosting Weakly Convex Ridge Regularizers with Spatial Adaptivity Sebastian Neumayer, Mehrsa Pourya, Alexis Goujon, Michael Unser