May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labels

Forgetting presents a significant challenge during incremental training, making it particularly demanding for contemporary AI systems to assimilate new knowledge in streaming data environments. To address this issue, most approaches in Continual Learning (CL) rely on the replay of a restricted buffe...

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Hauptverfasser:	Millunzi, Monica, Bonicelli, Lorenzo, Porrello, Angelo, Credi, Jacopo, Kolm, Petter N, Calderara, Simone
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
Online-Zugang:	Volltext bestellen
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