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Tag: Continual Learning

  • Qcl-Ids Achieves 0.941 Accuracy in Quantum Continual Intrusion Detection Systems
    Quantum Computing

    QCL-IDS: 94% Accuracy in Quantum Intrusion Detection

    by Muhammad Rohail T.February 3, 2026
  • 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
  • Continual Learning Achieves Reduced Forgetting Loss Via Joint Weight Optimisation
    Artificial Intelligence

    Continual Learning: Joint Weight Optimization Cuts Loss

    by Muhammad Rohail T.January 29, 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
  • AI Achieves State-Of-The-Art Scientific Discovery with Test-Time Training to Discover
    Artificial Intelligence

    AI Discovers Context with Test-Time Training

    by Muhammad Rohail T.January 27, 2026
  • Reinforcement Learning Advances: Benchmark Reveals Memory Rewriting Crucial for Partial Observability
    Artificial Intelligence

    Reinforcement Learning: Memory Rewriting Key for AI

    by Muhammad Rohail T.January 27, 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
  • Igaa Achieves 3.81% Performance Gain in Agentic AI Edge Service Scheduling
    Machine Learning

    Igaa: 3.81% AI Edge Scheduling Gain

    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
  • Camit Dataset Enables Time-Aware Car Model Classification with 787K Labeled Samples (2007-2023)
    Emerging Technology, Quantum Research News

    Camit Dataset: Car Model Classification (2007-2023)

    by Muhammad Rohail T.October 28, 2025
  • Polyskill Achieves 1.7x Improved Skill Reuse and 9.4% Higher Success Rates through Polymorphic Abstraction in Machine Learning
    Artificial Intelligence

    PolySkill: AI Skill Reuse Up 1.7x with Polymorphism

    by Muhammad Rohail T.October 20, 2025
  • Edge Artificial Intelligence: Systematic Review Traces Evolution, Maps Taxonomy, and Identifies Future Horizons
    Science, Quantum Research News

    Edge AI Review: Evolution, Taxonomy & Future

    by Muhammad Rohail T.October 7, 2025
  • Predictive Coding Fine-tuning Enables Computationally Efficient Domain Adaptation for Deep Neural Networks
    Science, Quantum Features, Quantum Research News

    Predictive Coding Boosts Neural Network Adaptation

    by Muhammad Rohail T.September 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
  • 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
  • AI Competition Aims To Reduce Costs In Data Centers With Machine Learning Models
    Artificial Intelligence, Machine Learning

    AI Cuts Data Center Costs with Quantum Machine Learning

    by Dr. DonovanMarch 3, 2025
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