Lorenzo Pellegrini
University of Bologna(IT)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, COVID-19 diagnosis using AI, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Latent replay for real-time continual learning(2020)137 cited
- → Avalanche: An end-to-end library for continual learning(2021)120 cited
- → Rehearsal-free continual learning over small Non-I.I.D. batches(2020)52 cited
- → FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems(2024)49 cited
- → CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions(2022)39 cited
- → Is Class-Incremental Enough for Continual Learning?(2022)22 cited
- Fine-Grained Continual Learning(2019)
- → Generative negative replay for continual learning(2023)20 cited
- → Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node(2020)15 cited