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Catastrophic Forgetting is Low-Rank: A Function-Space Theory for Continual Adaptation
Arxiv
0+阅读 · 6月16日
Mechanistic origins of catastrophic forgetting: why RL preserves circuits better than SFT?
Arxiv
0+阅读 · 6月6日
Mechanistic Analysis of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
Arxiv
0+阅读 · 6月13日
Rethinking Backdoor Adversarial Unlearning through the Lens of Catastrophic Forgetting in Continual Learning
Arxiv
0+阅读 · 6月12日
Understanding Catastrophic Forgetting In LoRA via Mean-Field Attention Dynamics
Arxiv
0+阅读 · 5月13日
Spatiotemporal Continual Learning for Mobile Edge UAV Networks: Mitigating Catastrophic Forgetting
Arxiv
0+阅读 · 4月7日
Deconfounded Lifelong Learning for Autonomous Driving via Dynamic Knowledge Spaces
Arxiv
0+阅读 · 3月30日
Tree Learning: A Multi-Skill Continual Learning Framework for Humanoid Robots
Arxiv
0+阅读 · 4月14日
Context Channel Capacity: An Information-Theoretic Framework for Understanding Catastrophic Forgetting
Arxiv
0+阅读 · 3月8日
cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series
Arxiv
0+阅读 · 3月3日
Catastrophic Forgetting Resilient One-Shot Incremental Federated Learning
Arxiv
0+阅读 · 2月19日
The Condition Number as a Scale-Invariant Proxy for Information Encoding in Neural Units
Arxiv
0+阅读 · 2月8日
Robust Policy Optimization to Prevent Catastrophic Forgetting
Arxiv
0+阅读 · 2月9日
MLLM-CTBench: A Benchmark for Continual Instruction Tuning with Reasoning Process Diagnosis
Arxiv
0+阅读 · 2月13日
When the Model Said 'No Comment', We Knew Helpfulness Was Dead, Honesty Was Alive, and Safety Was Terrified
Arxiv
0+阅读 · 2月7日
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