Knowledge Capture and Replay for Continual Learning

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CLVision Poster: "Revisiting Memory Replay For Large Scale Continual Learning"CLVision Poster: "Revisiting Memory Replay For Large Scale Continual Learning"
"Latent Replay for Real-Time Continual Learning" by Lorenzo Pellegrini"Latent Replay for Real-Time Continual Learning" by Lorenzo Pellegrini
CLVision Poster: "Class-Incremental Experience Replay for Continual Learning under Concept Drift"CLVision Poster: "Class-Incremental Experience Replay for Continual Learning under Concept Drift"
Continual Learning Beyond Catastrophic Forgetting in Class-Incremental Scenarios - PART IIContinual Learning Beyond Catastrophic Forgetting in Class-Incremental Scenarios - PART II
Continual Learning with Foundation Models: An Empirical Study of Latent Replay - CoLLAs 2022Continual Learning with Foundation Models: An Empirical Study of Latent Replay - CoLLAs 2022
ContinualAI RG: "Replay in Deep Learning: Current Approaches and Missing Biological Elements"ContinualAI RG: "Replay in Deep Learning: Current Approaches and Missing Biological Elements"
ContinualAI Reading Group: “Generative Feature Replay For Class-Incremental Learning”ContinualAI Reading Group: “Generative Feature Replay For Class-Incremental Learning”
Do Pre-trained Models Benefit Equally in Continual Learning?Do Pre-trained Models Benefit Equally in Continual Learning?