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Porrello, Angelo

  1. Dark Experience for General Continual Learning: a Strong, Simple Baseline
    2020/04/15 by Pietro Buzzega, M. Boschini, Buzzega, Pietro +8 · 106 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Rethinking Experience Replay: a Bag of Tricks for Continual Learning
    2020/10/12 by Pietro Buzzega, Matteo Boschini, Buzzega, Pietro +5 · 11 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Multimodal Machine Learning Applications
  3. Input Perturbation Reduces Exposure Bias in Diffusion Models
    2023/01/27 by Mang Ning, Enver Sangineto, Ning, Mang +7 · 13 citations
    Computer Science · #Music and Audio Processing #Generative Adversarial Networks and Image Synthesis #Speech Recognition and Synthesis
  4. Latent Space Autoregression for Novelty Detection
    2018/07/04 by Davide Abati, Angelo Porrello, Abati, Davide +5 · 8 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Network Security and Intrusion Detection
  5. On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
    2022/10/12 by Lorenzo Bonicelli, Bonicelli, Lorenzo, M. Boschini +7 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  6. How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting
    2022/03/09 by Monti, Alessio, Porrello, Angelo, Calderara, Simone +3 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Transfer without Forgetting
    2022/06/01 by M. Boschini, Lorenzo Bonicelli, Boschini, Matteo +13 · 6 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  8. Semantic Residual Prompts for Continual Learning
    2024/03/11 by Martin Menabue, Menabue, Martin, Emanuele Frascaroli +11 · 9 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  9. CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning
    2024/07/22 by Emanuele Frascaroli, Frascaroli, Emanuele, Aniello Panariello +9 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  10. A Second-Order Perspective on Model Compositionality and Incremental Learning
    2024/05/25 by Angelo Porrello, Porrello, Angelo, Lorenzo Bonicelli +9 · 7 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Education and Critical Thinking Development #FOS: Computer and information sciences #Innovative Education and Learning Practices #Machine Learning (cs.LG)
  11. Robust Re-Identification by Multiple Views Knowledge Distillation
    2020/07/08 by Porrello, Angelo, Bergamini, Luca, Calderara, Simone · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. TrackFlow: Multi-Object Tracking with Normalizing Flows
    2023/08/22 by Gianluca Mancusi, Mancusi, Gianluca, Aniello Panariello +9 · 3 citations
    Computer Science · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Image Enhancement Techniques
  13. Consistency-based Self-supervised Learning for Temporal Anomaly Localization
    2022/08/10 by Aniello Panariello, Angelo Porrello, Panariello, Aniello +5 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM)
  14. Update Your Transformer to the Latest Release: Re-Basin of Task Vectors
    2025/05/28 by Rinaldi, Filippo, Giacomo Capitani, Capitani, Giacomo +14 · 9 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  15. Multi-views Embedding for Cattle Re-identification
    2019/02/13 by Luca Bergamini, Angelo Porrello, Bergamini, Luca +11 · 1 citation
    Agricultural and Biological Sciences · Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Food Supply Chain Traceability #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  16. Self-Labeling the Job Shop Scheduling Problem
    2024/01/22 by Andrea Corsini, Angelo Porrello, Corsini, Andrea +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Combinatorics (math.CO) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #G.2 #I.2 #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics
  17. The color out of space: learning self-supervised representations for\n Earth Observation imagery
    2020/06/22 by Stefano Vincenzi, Vincenzi, Stefano, Angelo Porrello +15 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #68T07 #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4 #Machine Learning (cs.LG) #Remote Sensing and Land Use #Remote-Sensing Image Classification
  18. On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning
    2023/05/05 by Bonicelli, Lorenzo, Boschini, Matteo, Frascaroli, Emanuele +6 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Accurate and Efficient Low-Rank Model Merging in Core Space
    2025/09/22 by Aniello Panariello, Daniel Marczak, Panariello, Aniello +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  20. Is Multiple Object Tracking a Matter of Specialization?
    2024/11/01 by Gianluca Mancusi, Mattia Bernardi, Mancusi, Gianluca +9 · 2 citations
    Psychology · #Categorization, perception, and language #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Trajectory Forecasting through Low-Rank Adaptation of Discrete Latent Codes
    2024/05/31 by Benaglia, Riccardo, Porrello, Angelo, Buzzega, Pietro +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  22. DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection
    2025/03/12 by Chiara Cappellino, Cappellino, Chiara, Gianluca Mancusi +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling