Tag: continual learning
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MAny: Advanced Multimodal Continual Instruction Tuning
Discover MAny, a training-free framework enhancing Multimodal Large Language Models by merging task knowledge for robust continual instruction tuning.
Spectral Analysis of Forgetting in Continual Learning
Explore spectral characterization of forgetting in continual learning, revealing how task distribution impacts forgetting rates and model retention.
BRAIN: Bias-Mitigation for Continual Vision-Brain Learning
Discover BRAIN, a bias-mitigation continual learning method enhancing vision-brain understanding by reducing memory decay and improving model accuracy.
BID-LoRA: Efficient Framework for Continual Learning & Unlearning
Discover BID-LoRA, a parameter-efficient framework enabling precise continual learning and unlearning to enhance AI adaptability and data privacy.
SVD-Based Orthogonal Projection for Continual Machine Unlearning
Discover how SVD-guided orthogonal projection improves continual machine unlearning by preserving model accuracy during sequential data deletion.