Emanuele Sansone

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Discriminative Training

Feedforward Neural Networks

Probabilistic Logic

Top Venues

Publications

Beomsu Kim, Michael Puthawala, Jong Chul Ye, Emanuele Sansone
(Deep) Generative Geodesics. CoRR (2024)
Emanuele Sansone, Robin Manhaeve
A Bayesian Unification of Self-Supervised Clustering and Energy-Based Models. CoRR (2024)
Lennert De Smet, Emanuele Sansone, Pedro Zuidberg Dos Martires
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick. CoRR (2023)
Eleonora Misino, Giuseppe Marra, Emanuele Sansone
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming. NeSy (2023)
Emanuele Sansone, Robin Manhaeve
Learning Symbolic Representations Through Joint GEnerative and DIscriminative Training. CoRR (2023)
Emanuele Sansone
The Triad of Failure Modes and a Possible Way Out. CoRR (2023)
Lennert De Smet, Emanuele Sansone, Pedro Zuidberg Dos Martires
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick. NeurIPS (2023)
Eleonora Misino, Giuseppe Marra, Emanuele Sansone
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming. CoRR (2022)
Emanuele Sansone, Robin Manhaeve
GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning. CoRR (2022)
Eleonora Misino, Giuseppe Marra, Emanuele Sansone
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming. NeurIPS (2022)
Emanuele Sansone
LSB: Local Self-Balancing MCMC in Discrete Spaces. ICML (2022)
Emanuele Sansone
LSB: Local Self-Balancing MCMC in Discrete Spaces. CoRR (2021)
Emanuele Sansone
Leveraging Hidden Structure in Self-Supervised Learning. CoRR (2021)
Emanuele Sansone, Hafiz Tiomoko Ali, Jiacheng Sun
Coulomb Autoencoders. ECAI (2020)
Emanuele Sansone, Francesco G. B. De Natale, Zhi-Hua Zhou
Efficient Training for Positive Unlabeled Learning. IEEE Trans. Pattern Anal. Mach. Intell. 41 (11) (2019)
Emanuele Sansone, Quoc-Tin Phan, Francesco G. B. De Natale
Plummer Autoencoders. CoRR (2018)
Emanuele Sansone, Konstantinos Apostolidis, Nicola Conci, Giulia Boato, Vasileios Mezaris, Francesco G. B. De Natale
Automatic Synchronization of Multi-user Photo Galleries. IEEE Trans. Multim. 19 (6) (2017)
Emanuele Sansone, Francesco G. B. De Natale
Training Feedforward Neural Networks with Standard Logistic Activations is Feasible. CoRR (2017)
Emanuele Sansone, Andrea Passerini, Francesco G. B. De Natale
Classtering: Joint Classification and Clustering with Mixture of Factor Analysers. ECAI (2016)
Emanuele Sansone, Konstantinos Apostolidis, Nicola Conci, Giulia Boato, Vasileios Mezaris, Francesco G. B. De Natale
Automatic Synchronization of Multi-User Photo Galleries. CoRR (2016)
Emanuele Sansone
Efficient Training for Positive Unlabeled Learning. CoRR (2016)
Emanuele Sansone, Giulia Boato, Minh-Son Dao
Synchronizing Multi-User Photo Galleries with MRF. MediaEval (2014)
Truc-Vien Nguyen, Minh-Son Dao, Riccardo Mattivi, Emanuele Sansone, Francesco G. B. De Natale, Giulia Boato
Event Clustering and Classification from Social Media: Watershed-based and Kernel Methods. MediaEval (2013)