low-rank adaptation

MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024 Memory-Efficient Fine-Tuning of Transformers via Token Selection EMNLP 2024 MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning EMNLP 2024 Mixture of Adversarial LoRAs: Boosting Robust Generalization in Meta-Tuning NeurIPS 2024 Mixture of LoRA Experts ICLR 2024 Mixture-of-Subspaces in Low-Rank Adaptation EMNLP 2024 MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning EMNLP 2024 Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca EACL 2024 MTLoRA: Low-Rank Adaptation Approach for Efficient Multi-Task Learning CVPR 2024 Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024 Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024 Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection Interspeech 2024 Multi-Task Dense Prediction via Mixture of Low-Rank Experts CVPR 2024 NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing NeurIPS 2024 Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent EMNLP 2024 NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption COLING 2024 NOLA: Compressing LoRA using Linear Combination of Random Basis ICLR 2024 Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts CVPR 2024 OpenVLA: An Open-Source Vision-Language-Action Model CoRL 2024 Optimizing Multilingual Euphemism Detection using Low-Rank Adaption Within and Across Languages NAACL 2024 Orthogonal Adaptation for Modular Customization of Diffusion Models CVPR 2024 PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud ACL 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs NeurIPS 2024 Parameter-Efficient Fine-Tuning with Discrete Fourier Transform ICML 2024 Parameter-Efficient Multi-Task Model Fusion with Partial Linearization ICLR 2024