conftrace_

sparse tuning

3 papers

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Co-occurring keywords

parameter-efficient fine-tuning (736) pre-trained model (412) layer selection (20) kernel methods (1097) gradient-aligned tuning (1) kernel function (40) parameter efficiency (417) memory optimization (114) memory usage (9) data selection (221)

Papers

GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection EACL 2026
Sparse Tuning Enhances Plasticity in PTM-based Continual Learning AAAI 2026
Expanding Sparse Tuning for Low Memory Usage NIPS 2024