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task-specific adaptation

6 papers

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Co-occurring keywords · papers mentioning both

task adaptation (2) parameter-efficient fine-tuning (2) few-shot learning (2) model compression (2) large language model (1) task-specific direction (1) whole slide imaging (1) pathology imaging (1) gradient adaptation (1) task-relevant parameter (1)

Papers

DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition EMNLP 2025 Task-Specific Gradient Adaptation for Few-Shot One-Class Classification CVPR 2025 Text-to-LoRA: Instant Transformer Adaption ICML 2025 TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning ICCV 2025 Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NeurIPS 2024 Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters NeurIPS 2020