low-rank adaptation

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes. ICCV 2025 Block Circulant Adapter for Large Language Models IJCAI 2025 Cached Multi-Lora Composition for Multi-Concept Image Generation ICLR 2025 CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction AAAI 2025 Canonical Rank Adaptation: An Efficient Fine-Tuning Strategy for Vision Transformers ICML 2025 CBA-Whisper: Curriculum Learning-Based AdaLoRA Fine-Tuning on Whisper for Low-Resource Dysarthric Speech Recognition Interspeech 2025 Chain-of-Thought Distillation with Fine-Grained Acoustic Cues for Speech Emotion Recognition Interspeech 2025 Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025 CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance AAAI 2025 CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning CVPR 2025 Closed-Form Merging of Parameter-Efficient Modules for Federated Continual Learning ICLR 2025 CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla IJCNLP 2025 CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 AACL 2025 CoLA: Collaborative Low-Rank Adaptation ACL 2025 Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction IJCAI 2025 ComLoRA: A Competitive Learning Approach for Enhancing LoRA ICLR 2025 Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models ICLR 2025 ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints ICCV 2025 Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ACL 2025 Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation ICCV 2025 Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025 Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025 CoRA: Collaborative Information Perception by Large Language Model’s Weights for Recommendation AAAI 2025 CryChime: When Large Language Models Learn to Listen to Distant Cries - A Counterfactual PEFT Framework for Urgent Need Detection in Disaster Social Media ACML 2025 CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation ICLR 2025