low-rank adaptation

SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning ACL 2024 Sparse High Rank Adapters NeurIPS 2024 Speaker Personalization for Automatic Speech Recognition using Weight-Decomposed Low-Rank Adaptation Interspeech 2024 Spectral Adapter: Fine-Tuning in Spectral Space NeurIPS 2024 Speculative Speech Recognition by Audio-Prefixed Low-Rank Adaptation of Language Models Interspeech 2024 Speech and Language Recognition with Low-rank Adaptation of Pretrained Models Interspeech 2024 Speech-based Slot Filling using Large Language Models ACL 2024 SRIB-NMT’s Submission to the Indic MT Shared Task in WMT 2024 EMNLP 2024 SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening NeurIPS 2024 STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models ACL 2024 Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning NeurIPS 2024 StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024 SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NeurIPS 2024 TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models ICLR 2024 The Art of Saying No: Contextual Noncompliance in Language Models NeurIPS 2024 The Expressive Power of Low-Rank Adaptation ICLR 2024 The Impact of Initialization on LoRA Finetuning Dynamics NeurIPS 2024 Thinking Forward: Memory-Efficient Federated Finetuning of Language Models NeurIPS 2024 Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight Tying NAACL 2024 Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models NeurIPS 2024 Towards One-to-Many Visual Question Answering EMNLP 2024 Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper Interspeech 2024 Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner NeurIPS 2024 Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning ICLR 2024 Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective NeurIPS 2024