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Simone Calderara

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Semantic Residual Prompts for Continual Learning

Mar 14, 2024
Martin Menabue, Emanuele Frascaroli, Matteo Boschini, Enver Sangineto, Lorenzo Bonicelli, Angelo Porrello, Simone Calderara

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Self-Labeling the Job Shop Scheduling Problem

Jan 22, 2024
Andrea Corsini, Angelo Porrello, Simone Calderara, Mauro Dell'Amico

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DistFormer: Enhancing Local and Global Features for Monocular Per-Object Distance Estimation

Jan 06, 2024
Aniello Panariello, Gianluca Mancusi, Fedy Haj Ali, Angelo Porrello, Simone Calderara, Rita Cucchiara

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TrackFlow: Multi-Object Tracking with Normalizing Flows

Aug 22, 2023
Gianluca Mancusi, Aniello Panariello, Angelo Porrello, Matteo Fabbri, Simone Calderara, Rita Cucchiara

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On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning

May 05, 2023
Lorenzo Bonicelli, Matteo Boschini, Emanuele Frascaroli, Angelo Porrello, Matteo Pennisi, Giovanni Bellitto, Simone Palazzo, Concetto Spampinato, Simone Calderara

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Neuro Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal

Feb 02, 2023
Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara, Andrea Passerini, Stefano Teso

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Input Perturbation Reduces Exposure Bias in Diffusion Models

Jan 27, 2023
Mang Ning, Enver Sangineto, Angelo Porrello, Simone Calderara, Rita Cucchiara

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CaSpeR: Latent Spectral Regularization for Continual Learning

Jan 09, 2023
Emanuele Frascaroli, Riccardo Benaglia, Matteo Boschini, Luca Moschella, Cosimo Fiorini, Emanuele Rodolà, Simone Calderara

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On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning

Oct 16, 2022
Lorenzo Bonicelli, Matteo Boschini, Angelo Porrello, Concetto Spampinato, Simone Calderara

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