LOMONACO, VINCENZO Statistiche
LOMONACO, VINCENZO
DIPARTIMENTO DI INFORMATICA
Continually learn to map visual concepts to language models in resource-constrained environments
2025-01-01 Rebillard, Clea; Julio, Hurtado; Krutsylo, Andrii; Passaro, Lucia; Lomonaco, Vincenzo
Misinformation mitigation in online social networks using continual learning with graph neural networks
2025-01-01 Merini, Hichem; Imad Eddine Hosni, Adil; Beghdad Bey, Kadda; Lomonaco, Vincenzo; Podda, Marco; Baira, Islem
Adaptive Hyperparameter Optimization for Continual Learning Scenarios
2024-01-01 Semola, Rudy; Hurtado, Julio; Lomonaco, Vincenzo; Bacciu, Davide
Calibration of Continual Learning Models
2024-01-01 Li, Lanpei; Piccoli, Elia; Cossu, Andrea; Bacciu, Davide; Lomonaco, Vincenzo
Continual Learning: Applications and the Road Forward
2024-01-01 Verwimp, E.; Aljundi, R.; Ben-David, S.; Bethge, M.; Cossu, A.; Gepperth, A.; Hayes, T. L.; Hullermeier, E.; Kanan, C.; Kudithipudi, D.; Lampert, C. H.; Mundt, M.; Pascanu, R.; Popescu, A.; Tolias, A. S.; Van De Weijer, J.; Liu, B.; Lomonaco, V.; Tuytelaars, T.; Van De Ven, G. M.
Continual pre-training mitigates forgetting in language and vision
2024-01-01 Cossu, Andrea; Carta, Antonio; Passaro, Lucia; Lomonaco, Vincenzo; Tuytelaars, Tinne; Bacciu, Davide
Deep continual learning for medical call incidents text classification under the presence of dataset shifts
2024-01-01 Ferri, Pablo; Lomonaco, Vincenzo; Passaro, Lucia C.; Félix-De Castro, Antonio; Sánchez-Cuesta, Purificación; Sáez, Carlos; García-Gómez, Juan M.
Deep Reinforcement Learning for Network Slice Placement and the DeepNetSlice Toolkit
2024-01-01 Pasquali, Alex; Lomonaco, Vincenzo; Bacciu, Davide; Paganelli, Federica
EMERGE - Emergent Awareness from Minimal Collectives
2024-01-01 Bacciu, Davide; Ambriola, Vincenzo; Bahrami, Bahador; Ceni, Andrea; Cossu, Andrea; De Caro, Valerio; Della Santina, Cosimo; Deroy, Ophelia; Gallicchio, Claudio; Guidotti, Riccardo; Hauert, Sabine; Jones, Simon; Karpus, Jurgis; Lee, Suet; Liu, Jingyue; Lomonaco, Vincenzo; Meertens, Nadine; Milner, Emma; Monreale, Anna; Nakahara, Renan Picoreti; Ramirez, Mariano; Shahabi, Ebrahim; Stölzle, Maximilian
I Know How: Combining Prior Policies to Solve New Tasks
2024-01-01 Li, Malio; Piccoli, Elia; Lomonaco, Vincenzo; Bacciu, Davide
LuckyMera: a modular AI framework for building hybrid NetHack agents
2024-01-01 Quarantiello, Luigi; Marzeddu, Simone; Guzzi, Antonio; Lomonaco, Vincenzo
Projected Latent Distillation for Data-Agnostic Consolidation in distributed continual learning
2024-01-01 Carta, Antonio; Cossu, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; van de Weijer, Joost
Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments
2024-01-01 Giannini, Federico; Ziffer, Giacomo; Cossu, Andrea; Lomonaco, Vincenzo
TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview
2024-01-01 De Caro, V.; Chronis, C.; Coppola, M.; Lomonaco, V.; Gallicchio, C.; Tserpes, K.; Bacciu, D.
A Comprehensive Empirical Evaluation on Online Continual Learning
2023-01-01 Soutif-Cormerais, Albin; Carta, Antonio; Cossu, Andrea; Hurtado, Julio; Lomonaco, Vincenzo; Van de Weijer, Joost; Hemati, Hamed
AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence
2023-01-01 Lomonaco, Vincenzo; Caro, Valerio De; Gallicchio, Claudio; Carta, Antonio; Sardianos, Christos; Varlamis, Iraklis; Tserpes, Konstantinos; Coppola, Massimo; Marmpena, Mina; Politi, Sevasti; Schoitsch, Erwin; Bacciu, Davide
Avalanche: A PyTorch Library for Deep Continual Learning
2023-01-01 Carta, Antonio; Pellegrini, Lorenzo; Cossu, Andrea; Hemati, Hamed; Lomonaco, Vincenzo
Class-Incremental Learning with Repetition
2023-01-01 Hemati, Hamed; Cossu, Andrea; Carta, Antonio; Hurtado, Julio; Pellegrini, Lorenzo; Bacciu, Davide; Lomonaco, Vincenzo; Damian, Borth
Deep Continual Learning (Dagstuhl Seminar 23122)
2023-01-01 Tuytelaars, Tinne; Liu, Bing; Lomonaco, Vincenzo; van de Ven, Gido; Cossu, Andrea
Design principles for lifelong learning AI accelerators
2023-01-01 Kudithipudi, Dhireesha; Daram, Anurag; Zyarah, Abdullah M.; Zohora, Fatima Tuz; Aimone, James B.; Yanguas-Gil, Angel; Soures, Nicholas; Neftci, Emre; Mattina, Matthew; Lomonaco, Vincenzo; Thiem, Clare D.; Epstein, Benjamin
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Continually learn to map visual concepts to language models in resource-constrained environments | 1-gen-2025 | Rebillard, Clea; Julio, Hurtado; Krutsylo, Andrii; Passaro, Lucia; Lomonaco, Vincenzo | |
| Misinformation mitigation in online social networks using continual learning with graph neural networks | 1-gen-2025 | Merini, Hichem; Imad Eddine Hosni, Adil; Beghdad Bey, Kadda; Lomonaco, Vincenzo; Podda, Marco; Baira, Islem | |
| Adaptive Hyperparameter Optimization for Continual Learning Scenarios | 1-gen-2024 | Semola, Rudy; Hurtado, Julio; Lomonaco, Vincenzo; Bacciu, Davide | |
| Calibration of Continual Learning Models | 1-gen-2024 | Li, Lanpei; Piccoli, Elia; Cossu, Andrea; Bacciu, Davide; Lomonaco, Vincenzo | |
| Continual Learning: Applications and the Road Forward | 1-gen-2024 | Verwimp, E.; Aljundi, R.; Ben-David, S.; Bethge, M.; Cossu, A.; Gepperth, A.; Hayes, T. L.; Hullermeier, E.; Kanan, C.; Kudithipudi, D.; Lampert, C. H.; Mundt, M.; Pascanu, R.; Popescu, A.; Tolias, A. S.; Van De Weijer, J.; Liu, B.; Lomonaco, V.; Tuytelaars, T.; Van De Ven, G. M. | |
| Continual pre-training mitigates forgetting in language and vision | 1-gen-2024 | Cossu, Andrea; Carta, Antonio; Passaro, Lucia; Lomonaco, Vincenzo; Tuytelaars, Tinne; Bacciu, Davide | |
| Deep continual learning for medical call incidents text classification under the presence of dataset shifts | 1-gen-2024 | Ferri, Pablo; Lomonaco, Vincenzo; Passaro, Lucia C.; Félix-De Castro, Antonio; Sánchez-Cuesta, Purificación; Sáez, Carlos; García-Gómez, Juan M. | |
| Deep Reinforcement Learning for Network Slice Placement and the DeepNetSlice Toolkit | 1-gen-2024 | Pasquali, Alex; Lomonaco, Vincenzo; Bacciu, Davide; Paganelli, Federica | |
| EMERGE - Emergent Awareness from Minimal Collectives | 1-gen-2024 | Bacciu, Davide; Ambriola, Vincenzo; Bahrami, Bahador; Ceni, Andrea; Cossu, Andrea; De Caro, Valerio; Della Santina, Cosimo; Deroy, Ophelia; Gallicchio, Claudio; Guidotti, Riccardo; Hauert, Sabine; Jones, Simon; Karpus, Jurgis; Lee, Suet; Liu, Jingyue; Lomonaco, Vincenzo; Meertens, Nadine; Milner, Emma; Monreale, Anna; Nakahara, Renan Picoreti; Ramirez, Mariano; Shahabi, Ebrahim; Stölzle, Maximilian | |
| I Know How: Combining Prior Policies to Solve New Tasks | 1-gen-2024 | Li, Malio; Piccoli, Elia; Lomonaco, Vincenzo; Bacciu, Davide | |
| LuckyMera: a modular AI framework for building hybrid NetHack agents | 1-gen-2024 | Quarantiello, Luigi; Marzeddu, Simone; Guzzi, Antonio; Lomonaco, Vincenzo | |
| Projected Latent Distillation for Data-Agnostic Consolidation in distributed continual learning | 1-gen-2024 | Carta, Antonio; Cossu, Andrea; Lomonaco, Vincenzo; Bacciu, Davide; van de Weijer, Joost | |
| Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments | 1-gen-2024 | Giannini, Federico; Ziffer, Giacomo; Cossu, Andrea; Lomonaco, Vincenzo | |
| TEACHING Platform for Human-Centric Autonomous Applications: Design and Overview | 1-gen-2024 | De Caro, V.; Chronis, C.; Coppola, M.; Lomonaco, V.; Gallicchio, C.; Tserpes, K.; Bacciu, D. | |
| A Comprehensive Empirical Evaluation on Online Continual Learning | 1-gen-2023 | Soutif-Cormerais, Albin; Carta, Antonio; Cossu, Andrea; Hurtado, Julio; Lomonaco, Vincenzo; Van de Weijer, Joost; Hemati, Hamed | |
| AI-Toolkit: A Microservices Architecture for Low-Code Decentralized Machine Intelligence | 1-gen-2023 | Lomonaco, Vincenzo; Caro, Valerio De; Gallicchio, Claudio; Carta, Antonio; Sardianos, Christos; Varlamis, Iraklis; Tserpes, Konstantinos; Coppola, Massimo; Marmpena, Mina; Politi, Sevasti; Schoitsch, Erwin; Bacciu, Davide | |
| Avalanche: A PyTorch Library for Deep Continual Learning | 1-gen-2023 | Carta, Antonio; Pellegrini, Lorenzo; Cossu, Andrea; Hemati, Hamed; Lomonaco, Vincenzo | |
| Class-Incremental Learning with Repetition | 1-gen-2023 | Hemati, Hamed; Cossu, Andrea; Carta, Antonio; Hurtado, Julio; Pellegrini, Lorenzo; Bacciu, Davide; Lomonaco, Vincenzo; Damian, Borth | |
| Deep Continual Learning (Dagstuhl Seminar 23122) | 1-gen-2023 | Tuytelaars, Tinne; Liu, Bing; Lomonaco, Vincenzo; van de Ven, Gido; Cossu, Andrea | |
| Design principles for lifelong learning AI accelerators | 1-gen-2023 | Kudithipudi, Dhireesha; Daram, Anurag; Zyarah, Abdullah M.; Zohora, Fatima Tuz; Aimone, James B.; Yanguas-Gil, Angel; Soures, Nicholas; Neftci, Emre; Mattina, Matthew; Lomonaco, Vincenzo; Thiem, Clare D.; Epstein, Benjamin |