low-rank adaptation

SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning ICCV 2025 SMT: Fine-Tuning Large Language Models with Sparse Matrices ICLR 2025 SpeechEE@XLLM25: End-to-End Structured Event Extraction from Speech ACL 2025 Spot and Merge: A Hybrid Context Biasing Approach for Rare Word and Out of Vocabulary Recognition Interspeech 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 StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data ICCV 2025 SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ACL 2025 SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding ICLR 2025 TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025 Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics CVPR 2025 TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025 TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition ACL 2025 Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025 Tensor-aggregated LoRA in Federated Fine-tuning ICCV 2025 Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability CVPR 2025 Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models WACV 2025 Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing WACV 2025 The Gemma Sutras: Fine-Tuning Gemma 3 for Sanskrit Sandhi Splitting EMNLP 2025 Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation ACL 2025 Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-Tuning EMNLP 2025 Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity NAACL 2025 Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product ICCV 2025 Towards Multi-Level Transcript Segmentation: LoRA Fine-Tuning for Table-of-Contents Generation Interspeech 2025