low-rank adaptation

RAD: Region-Aware Diffusion Models for Image Inpainting CVPR 2025 RandLoRA: Full rank parameter-efficient fine-tuning of large models ICLR 2025 RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model NAACL 2025 RaSA: Rank-Sharing Low-Rank Adaptation ICLR 2025 Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation EMNLP 2025 Refining Salience-Aware Sparse Fine-Tuning Strategies for Language Models ACL 2025 Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA ICLR 2025 Rethinking Low-Rank Adaptation in Vision: Exploring Head-Level Responsiveness Across Diverse Tasks WACV 2025 Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025 Riemannian Optimization for LoRA on the Stiefel Manifold EMNLP 2025 RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy AAAI 2025 R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-task Learning EMNLP 2025 Run LoRA Run: Faster and Lighter LoRA Implementations ACL 2025 SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation ICLR 2025 Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference UAI 2025 Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025 Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing ACL 2025 SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning ICLR 2025 Selective Aggregation for Low-Rank Adaptation in Federated Learning ICLR 2025 Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation CVPR 2025 Sensitivity-LoRA : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models EMNLP 2025 Shaping a Stabilized Video by Mitigating Unintended Changes for Concept-Augmented Video Editing IJCAI 2025 SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models WACV 2025 Skill Expansion and Composition in Parameter Space ICLR 2025 SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture NAACL 2025