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2025 ICML ICML 2025

TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Yu-Yang Qian, Yuan-Ze Xu, Zhen-Yu Zhang, Peng Zhao, Zhi-Hua Zhou

Topics

Artificial Intelligence > Core AI > Multimodal Learning Machine Learning > Core Methods > Representation Learning Artificial Intelligence > Core AI > Large Language Models

Keywords

continual learning efficient computing k-d tree gradient similarity large pre-trained model layer-wise adapters
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