low-rank adaptation

MoRAgent: Parameter Efficient Agent Tuning with Mixture-of-Roles ICML 2025 MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025 MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards ICLR 2025 MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders CVPR 2025 MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025 MTSAM: Multi-Task Fine-Tuning for Segment Anything Model ICLR 2025 Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants EMNLP 2025 Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025 My3DGen: A Scalable Personalized 3D Generative Model WACV 2025 NAVER LABS Europe Submission to the Instruction-following Track ACL 2025 NCL-NLP at SemEval-2025 Task 11: Using Prompting engineering framework and Low Rank Adaptation of Large Language Models for Multi-label Emotion Detection SemEval 2025 Neuron-Level Differentiation of Memorization and Generalization in Large Language Models EMNLP 2025 NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models EMNLP 2025 NLP4Health: Multilingual Clinical Dialogue Summarization and QA with mT5 and LoRA AACL 2025 NormAL LoRA: What is the perfect size? EMNLP 2025 OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models EMNLP 2025 On-device System of Compositional Multi-tasking in Large Language Models EMNLP 2025 One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025 One-Step Specular Highlight Removal with Adapted Diffusion Models ICCV 2025 Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation WACV 2025 On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models ICLR 2025 On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025 Open-Vocabulary Fine-Grained Hand Action Detection IJCAI 2025 ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion EMNLP 2025 Outlier-weighed Layerwise Sampling for LLM Fine-tuning ACL 2025