title: "LoRA-SB: Initialization using Update Approximation for Efficient Low-Rank Fine-Tuning"
pdf_url: "https://arxiv.org/pdf/2411.19557.pdf"
venue: "ICLR 2025"
year: "2025"
extra:
  selection_index: 6
  domain: "NLP / LLM"
  paradigm: "Incremental Improvement"