parameter-efficient fine-tuning

Vision Graph Prompting via Semantic Low-Rank Decomposition ICML 2025 Visual Consensus Prompting for Co-Salient Object Detection CVPR 2025 Visually-Adaptive Guided Robust Speech Recognition with Parameter-Efficient Adaptation Interspeech 2025 VIT-Pro: Visual Instruction Tuning for Product Images NAACL 2025 Vuyko Mistral: Adapting LLMs for Low-Resource Dialectal Translation ACL 2025 Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning ACL 2025 What can Large Language Models Capture about Code Functional Equivalence? NAACL 2025 What Causes Knowledge Loss in Multilingual Language Models? ACL 2025 Wonderland_EDU@HKU at BEA 2025 Shared Task: Fine-tuning Large Language Models to Evaluate the Pedagogical Ability of AI-powered Tutors ACL 2025 WST: Wavelet-Based Multi-scale Tuning for Visual Transfer Learning AAAI 2025 Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models ICML 2025 Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation EMNLP 2025 Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity ICLR 2025 zFLoRA: Zero-Latency Fused Low-Rank Adapters EMNLP 2025 Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning NeurIPS 2024 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NeurIPS 2024 ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning EMNLP 2024 AdaKron: An Adapter-based Parameter Efficient Model Tuning with Kronecker Product COLING 2024 AdapterGNN: Parameter-Efficient Fine-Tuning Improves Generalization in GNNs AAAI 2024 Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers EMNLP 2024 Adapters Strike Back CVPR 2024 AdaRA: Adaptive Rank Allocation of Residual Adapters for Speech Foundation Model Interspeech 2024 AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning EMNLP 2024 A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024 Advancing Parameter Efficiency in Fine-tuning via Representation Editing ACL 2024