Gabriele Graffieti

20 papers A 1B 3Misc 1Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	An Investigation on Incremental Learning from Unbalanced Streamed Data. ICIAP Guido Borghi, Gabriele Graffieti, Roberto Vezzani
2023	J	`jnl`	A weakly supervised approach for recycling code recognition. Expert Syst. Appl. Lorenzo Pellegrini, Davide Maltoni, Gabriele Graffieti, Vincenzo Lomonaco, Lisa Mazzini, Marco Mondardini, Milena Zappoli
2023	J	`jnl`	Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning. CoRR Vincenzo Lomonaco, Lorenzo Pellegrini, Gabriele Graffieti, Davide Maltoni
2023	J	`jnl`	Generative negative replay for continual learning. Neural Networks Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini, Vincenzo Lomonaco
2023	J	`jnl`	On the challenges to learn from Natural Data Streams. CoRR Guido Borghi, Gabriele Graffieti, Davide Maltoni
2022	J	`jnl`	Continual Learning in Real-Life Applications. IEEE Robotics Autom. Lett. Gabriele Graffieti, Guido Borghi, Davide Maltoni
2022	J	`jnl`	Generative Negative Replay for Continual Learning. CoRR Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini, Vincenzo Lomonaco
2022	B	`conf`	Incremental Training of Face Morphing Detectors. ICPR Guido Borghi, Gabriele Graffieti, Annalisa Franco, Davide Maltoni
2022	J	`jnl`	Is Class-Incremental Enough for Continual Learning? Frontiers Artif. Intell. Andrea Cossu, Gabriele Graffieti, Lorenzo Pellegrini, Davide Maltoni, Davide Bacciu, Antonio Carta, Vincenzo Lomonaco
2021	J	`jnl`	Automated Artifact Retouching in Morphed Images With Attention Maps. IEEE Access Guido Borghi, Annalisa Franco, Gabriele Graffieti, Davide Maltoni
2021	—	`conf`	Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
2021	J	`jnl`	Avalanche: an End-to-End Library for Continual Learning. CoRR Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland W. Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
2021	B	`conf`	Continual Learning at the Edge: Real-Time Training on Smartphone Devices. ESANN Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni
2021	J	`jnl`	Continual Learning at the Edge: Real-Time Training on Smartphone Devices. CoRR Lorenzo Pellegrini, Vincenzo Lomonaco, Gabriele Graffieti, Davide Maltoni
2021	J	`jnl`	Is Class-Incremental Enough for Continual Learning? CoRR Andrea Cossu, Gabriele Graffieti, Lorenzo Pellegrini, Davide Maltoni, Davide Bacciu, Antonio Carta, Vincenzo Lomonaco
2020	J	`jnl`	IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report. CoRR Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German Ignacio Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou
2020	J	`jnl`	IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]. IEEE Robotics Autom. Mag. Heechul Bae, Eoin Brophy, Rosa H. M. Chan, Baoquan Chen, Fan Feng, Gabriele Graffieti, Vidit Goel, Xinyue Hao, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Chuanlin Lan, Qi Liu, Vincenzo Lomonaco, Liang Ma, Davide Maltoni, German Ignacio Parisi, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Qi She, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qihan Yang, Qiaoyong Zhong, Liguang Zhou
2020	A	`conf`	Latent Replay for Real-Time Continual Learning. IROS Lorenzo Pellegrini, Gabriele Graffieti, Vincenzo Lomonaco, Davide Maltoni
2020	B	`conf`	Towards Artifacts-Free Image Defogging. ICPR Gabriele Graffieti, Davide Maltoni
2019	J	`jnl`	Latent Replay for Real-Time Continual Learning. CoRR Lorenzo Pellegrini, Gabriele Graffieti, Vincenzo Lomonaco, Davide Maltoni