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Catastrophic Forgetting

  • Mechanistic Interpretability Advances Continual Learning by Revealing Feature Encoding and Forgetting
    Artificial Intelligence

    Mechanistic Interpretability Boosts Continual Learning

    by Muhammad Rohail T.February 3, 2026
  • Duet Achieves Efficient LLM Unlearning, Avoiding Catastrophic Forgetting and Reverse Attacks
    Artificial Intelligence

    DUET: LLM Unlearning Prevents Forgetting & Attacks

    by Muhammad Rohail T.February 1, 2026
  • Casp Achieves Few-Shot Class-Incremental Learning with Limited Samples and Prompts
    Artificial Intelligence

    CASP: Few-Shot Learning with Limited Data & Prompts

    by Muhammad Rohail T.January 28, 2026
  • Continual Panoptic Perception Advances Multimodal Learning, Combating Degradation in Incremental Steps
    Artificial Intelligence

    Panoptic Perception Fights Degradation in Learning

    by Muhammad Rohail T.January 26, 2026
  • Twinbrainvla Achieves Robotic Control by Resolving Catastrophic Forgetting in VLMs
    Artificial Intelligence

    TwinBrainVLA: Robotic Control & Forgetting Resolved

    by Muhammad Rohail T.January 22, 2026
  • Google Nested Learning: A New Approach to Continual Learning
    Artificial Intelligence

    Google Nested Learning: A New Approach to Continual Learning

    by The NeuronNovember 27, 2025
  • Continual Learning Improves with Sparse Rank Adaptation in Large Models.
    Artificial Intelligence

    MoRA: Sparse Rank Adaptation for Continual Learning

    by Dr. DonovanJune 29, 2025
  • Efficient Continual Learning with TreeLoRA for Large Pre-trained Models.
    Artificial Intelligence

    TreeLoRA: Efficient Continual Learning for LLMs

    by Dr. DonovanJune 16, 2025
  • LLMs Learn Continuously Without Forgetting With New Framework
    Artificial Intelligence

    LLMs Gain Memory, Avoid Forgetting With New Framework

    by Dr. DonovanMay 1, 2025
  • Brain-Inspired Machine Memory Intelligence: Revolutionizing AI Development by Overcoming Limitations of Large Models
    Artificial Intelligence

    Brain-Inspired Memory Boosts AI Efficiency

    by Dr. DonovanApril 12, 2025
  • Memristors Solve AI Catastrophic Forgetting
    Artificial Intelligence, Quantum Research News

    Memristors Solve AI Catastrophic Forgetting

    by Dr. DonovanMarch 20, 2025
  • EU Funds Research to Make Machine Learning More Sustainable
    Artificial Intelligence

    EU Funds Research to Make Machine Learning More Sustainable

    by Dr. DonovanDecember 5, 2024

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