parameter-efficient fine-tuning

SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025 Sparse-Dense Side-Tuner for efficient Video Temporal Grounding ICCV 2025 Sparsity May Be All You Need: Sparse Random Parameter Adaptation EMNLP 2025 SpeechEE@XLLM25: End-to-End Structured Event Extraction from Speech ACL 2025 SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking CVPR 2025 SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation NAACL 2025 SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model NAACL 2025 Stacked LoRA: Isolated Low-Rank Adaptation for Lifelong Knowledge Management IJCNLP 2025 State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models ACL 2025 StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data ICCV 2025 SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ACL 2025 TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025 Tackling Low-Resource NMT with Instruction-Tuned LLaMA: A Study on Kokborok and Bodo EMNLP 2025 TADFormer: Task-Adaptive Dynamic TransFormer for Efficient Multi-Task Learning CVPR 2025 Taming LLMs with Gradient Grouping ACL 2025 Task-Aware Resolution Optimization for Visual Large Language Models EMNLP 2025 TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025 Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student IJCNLP 2025 Team Conversational AI: Introducing Effervesce NAACL 2025 TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition ACL 2025 TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval ICLR 2025 Tensor-aggregated LoRA in Federated Fine-tuning ICCV 2025 TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning AAAI 2025 The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models ICCV 2025 The Unreasonable Ineffectiveness of the Deeper Layers ICLR 2025