low-rank adaptation

Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation EMNLP 2025 zFLoRA: Zero-Latency Fused Low-Rank Adapters EMNLP 2025 Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning NeurIPS 2024 Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024 AdaKron: An Adapter-based Parameter Efficient Model Tuning with Kronecker Product COLING 2024 Adapters Strike Back CVPR 2024 AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models ACL 2024 AFTer-SAM: Adapting SAM With Axial Fusion Transformer for Medical Imaging Segmentation WACV 2024 ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models NAACL 2024 AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality EMNLP 2024 AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment NeurIPS 2024 ApiQ: Finetuning of 2-Bit Quantized Large Language Model EMNLP 2024 A Single Linear Layer Yields Task-Adapted Low-Rank Matrices COLING 2024 A Study of Parameter Efficient Fine-tuning by Learning to Efficiently Fine-Tune EMNLP 2024 Audio Editing with Non-Rigid Text Prompts Interspeech 2024 AutoLoRa: An Automated Robust Fine-Tuning Framework ICLR 2024 AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning NAACL 2024 Batched Low-Rank Adaptation of Foundation Models ICLR 2024 Bayesian Low-rank Adaptation for Large Language Models ICLR 2024 Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning COLING 2024 BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models NeurIPS 2024 Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NeurIPS 2024 Bridging Emotions Across Languages: Low Rank Adaptation for Multilingual Speech Emotion Recognition Interspeech 2024 Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation NeurIPS 2024 BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain EMNLP 2024