ContinualAI RG: “Online Fast Adaptation and Knowledge Accumulation: a New Approach to CL“

Title: “Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning“ Abstract: Continual learning studies agen...

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ContinualAI RG: “ACAE-REMIND for Online Continual Learning with Compressed Feature Replay“

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ContinualAI RG: “Adaptation Strategies for Automated Machine Learning on Evolving Data“

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ContinualAI RG: “IIRC: Incremental Implicitly-Refined Classification”

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ContinualAI RG: “Does Continual Learning = Catastrophic Forgetting?“

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ContinualAI RG: “Energy-Based Models for Continual Learning“

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ContinualAI RG: “Learn more, forget less: Cues from human brain“

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ContinualAI RG: “Continual Learning from the Perspective of Compression”

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ContinualAI RG: “GDumb: A Simple Approach that Questions Our Progress in Continual Learning“

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ContinualAI RG: “Online Fast Adaptation and Knowledge Accumulation: a New Approach to CL“

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ContinualAI RG “Efficient Continual Learning in Neural Networks with Embedding Regularization“

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ContinualAI RG: “Bookworm Continual Learning: Beyond Zero-Shot Learning and Continual Learning“

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ContinualAI RG: “Networks naturally learn to learn and forget to forget“

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ContinualAI RG: “Modeling the Background for Incremental Learning in Semantic Segmentation“