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英文字典中文字典相关资料:


  • KeepLoRA: Continual Learning with Residual Gradient Adaptation
    Motivated by this finding, KeepLoRA learns new tasks by restricting LoRA parameter updates in the residual subspace to prevent interfering with previously learned capabilities
  • GitHub - MaolinLuo KeepLoRA
    KeepLoRA: Continual Learning with Residual Gradient Adaptation This is the source code for our paper KeepLoRA: Continual Learning with Residual Gradient Adaptation which has been accepted to ICLR 2026
  • 2026年1月28日多模态大模型论文推送 - 知乎
    标题： KeepLoRA: Continual Learning with Residual Gradient Adaptation 会议：ICLR2026 关键词：LoRA 简介：东南大学等提出了KeepLoRA，一个针对VLm的continual learning方法来保持预训练知识的方法 arxiv org pdf 2601 1983 标题： Visual Generation Unlocks Human-Like Reasoning through Multimodal World
  • Forum - OpenReview
    Promoting openness in scientific communication and the peer-review process
  • Tong Weis Publication - Southeast University
    [C 28] KeepLoRA: Continual Learning with Residual Gradient Adaptation [pdf] [code] Mao-Lin Luo, Zi-Hao Zhou, Yi-Lin Zhang, Yuanyu Wan, Min-Ling Zhang, Tong Wei † In: Proceedings of the 14th
  • KeepLoRA: Continual Learning with Residual Gradient Adaptation
    KeepLoRA infuse knowledge for a new task by projecting its gradient onto a subspace orthogonal to both the principal subspace of pre-trained model and the dominant directions of previous task features
  • KeepLoRA: Continual Learning with Residual Gradient . . .
    KeepLoRA is a novel method for continual learning in vision-language models that effectively balances knowledge retention and adaptability by updating only the residual subspace of model parameters, achieving state-of-the-art performance on benchmark datasets
  • KEEPLORA: CONTINUALLEARNING WITHRESIDUAL GRADIENTADAPTATION - OpenReview
    We propose KeepLoRA, a novel method that leverages residual subspace constraints for parameter updates, validated by theoretical analysis showing how it optimally balances plasticity and stability through orthogonal projections
  • [arxiv-cs. CV] 汇总-2026. 01. 28-计算机视觉论文 - 知乎
    KeepLoRA: Continual Learning with Residual Gradient Adaptation (Accepted at ICLR 2026) 中文翻译：KeepLoRA：基于残差梯度适应的持续学习 A Multi-View Consistency Framework with Semi-Supervised Domain Adaptation 中文翻译：一种结合半监督域适应的多视角一致性框架
  • KeepLoRA: Continual Learning with Residual Gradient Adaptation
    We propose KeepLoRA, a novel method that leverages residual subspace constraints for parameter updates, validated by theoretical analysis showing how it optimally balances plasticity and stability through orthogonal projections





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