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parameter-efficient adapter

12 papers

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large language model (3) knowledge distillation (3) low-rank adapter (2) few-shot learning (2) hierarchical adaptation (1) multilingual model (1) music inpainting (1) content-based control (1) abstractive summarization (1) encoder-decoder model (1)

Papers

Don’t Start Over: A Cost-Effective Framework for Migrating Personalized Prompts Between LLMs AAAI 2026 WaDi: Weight Direction-aware Distillation for One-step Image Synthesis CVPR 2026 Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass ICLR 2025 Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages ACL 2025 Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls IJCAI 2024 FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models NeurIPS 2024 Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning AAAI 2024 PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction IJCAI 2024 1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions CVPR 2023 A Critical Analysis of Document Out-of-Distribution Detection EMNLP 2023 Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation ICLR 2023 Parameter-Efficient Abstractive Question Answering over Tables or Text ACL 2022