Francesco Pelosin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Semantic Concepts

Visual Patterns

Top Venues

Pattern Recognit.

Publications

Jacopo Bonato, Francesco Pelosin, Luigi Sabetta, Alessandro Nicolosi
MIND: Multi-Task Incremental Network Distillation. AAAI (2024)
Francesco Pelosin
Dissecting Continual Learning a Structural and Data Analysis. CoRR (2023)
Jacopo Bonato, Francesco Pelosin, Luigi Sabetta, Alessandro Nicolosi
MIND: Multi-Task Incremental Network Distillation. CoRR (2023)
Marco Cotogni, Jacopo Bonato, Luigi Sabetta, Francesco Pelosin, Alessandro Nicolosi
DUCK: Distance-based Unlearning via Centroid Kinematics. CoRR (2023)
Luigi Sabetta, Francesco Pelosin, Giulia Denevi, Alessandro Nicolosi
Incremental Automatic Image Annotation. Ital-IA (2023)
Francesco Pelosin
Simpler is Better: off-the-shelf Continual Learning Through Pretrained Backbones. CoRR (2022)
Francesco Pelosin, Andrea Torsello
Smaller is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning. IJCNN (2022)
Francesco Pelosin, Saurav Jha, Andrea Torsello, Bogdan Raducanu, Joost van de Weijer
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization. CVPR Workshops (2022)
Francesco Pelosin, Saurav Jha, Andrea Torsello, Bogdan Raducanu, Joost van de Weijer
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization. CoRR (2022)
Francesco Pelosin, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello
Unsupervised semantic discovery through visual patterns detection. CoRR (2021)
Francesco Pelosin, Andrea Torsello
More Is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning. CoRR (2021)
Francesco Pelosin, Andrea Gasparetto, Andrea Albarelli, Andrea Torsello
Unsupervised Semantic Discovery Through Visual Patterns Detection. S+SSPR (2020)
Marco Fiorucci, Francesco Pelosin, Marcello Pelillo
Separating Structure from Noise in Large Graphs Using the Regularity Lemma. Pattern Recognit. 98 (2020)
Marco Fiorucci, Francesco Pelosin, Marcello Pelillo
Separating Structure from Noise in Large Graphs Using the Regularity Lemma. CoRR (2019)
Francesco Pelosin
Graph Compression Using The Regularity Method. CoRR (2018)