Negrevergne, Benjamin

13 publications

ECML-PKDD 2025 Improving Discriminator Guidance in Diffusion Models Alexandre Verine, Mehdi Inane, Florian Le Bronnec, Benjamin Négrevergne, Yann Chevaleyre

ICML 2025 Improving Diversity in Language Models: When Temperature Fails, Change the Loss Alexandre Verine, Florian Le Bronnec, Kunhao Zheng, Alexandre Allauzen, Yann Chevaleyre, Benjamin Negrevergne

ECML-PKDD 2025 Lattice Climber Attack: Adversarial Attacks for Randomized Mixtures of Classifiers Lucas Gnecco Heredia, Benjamin Négrevergne, Yann Chevaleyre

AISTATS 2025 Unveiling the Role of Randomization in Multiclass Adversarial Classification: Insights from Graph Theory Lucas Gnecco Heredia, Matteo Sammut, Muni Sreenivas Pydi, Rafael Pinot, Benjamin Negrevergne, Yann Chevaleyre

ICLR 2025 What Makes Large Language Models Reason in (Multi-Turn) Code Generation? Kunhao Zheng, Juliette Decugis, Jonas Gehring, Taco Cohen, Benjamin Negrevergne, Gabriel Synnaeve

AISTATS 2024 Optimal Budgeted Rejection Sampling for Generative Models Alexandre Verine, Muni Sreenivas Pydi, Benjamin Negrevergne, Yann Chevaleyre

NeurIPS 2023 On the Role of Randomization in Adversarially Robust Classification Lucas Gnecco Heredia, Muni Sreenivas Pydi, Laurent Meunier, Benjamin Negrevergne, Yann Chevaleyre

NeurIPS 2023 Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows Alexandre Verine, Benjamin Negrevergne, Muni Sreenivas Pydi, Yann Chevaleyre

ACML 2022 On the Expressivity of Bi-Lipschitz Normalizing Flows Alexandre Verine, Benjamin Negrevergne, Yann Chevaleyre, Fabrice Rossi

AAAI 2021 On Lipschitz Regularization of Convolutional Layers Using Toeplitz Matrix Theory Alexandre Araujo, Benjamin Négrevergne, Yann Chevaleyre, Jamal Atif

ICMLW 2021 On the Expressivity of Bi-Lipschitz Normalizing Flows Alexandre Verine, Yann Chevaleyre, Fabrice Rossi, Benjamin Negrevergne

ECCVW 2018 Training Compact Deep Learning Models for Video Classification Using Circulant Matrices Alexandre Araujo, Benjamin Négrevergne, Yann Chevaleyre, Jamal Atif

ACML 2017 Recognizing Art Style Automatically in Painting with Deep Learning Adrian Lecoutre, Benjamin Negrevergne, Florian Yger