Sansone, Emanuele

7 publications

ICML 2025 Collapse-Proof Non-Contrastive Self-Supervised Learning Emanuele Sansone, Tim Lebailly, Tinne Tuytelaars

TMLR 2025 Unifying Self-Supervised Clustering and Energy-Based Models Emanuele Sansone, Robin Manhaeve

ICMLW 2024 (Deep) Generative Geodesics Beomsu Kim, Michael Anthony Puthawala, Jong Chul Ye, Emanuele Sansone

NeurIPS 2023 Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick Lennert De Smet, Emanuele Sansone, Pedro Zuidberg Dos Martires

ICMLW 2023 Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick Lennert De Smet, Emanuele Sansone, Pedro Zuidberg Dos Martires

ICML 2022 LSB: Local Self-Balancing MCMC in Discrete Spaces Emanuele Sansone

NeurIPS 2022 VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming Eleonora Misino, Giuseppe Marra, Emanuele Sansone