conftrace_

low-rank adaptation

560 papers

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Also known as

LRA LORA

Co-occurring keywords

parameter-efficient fine-tuning (736) large language model (13587) model compression (3302) parameter efficient fine-tuning (168) diffusion model (3751) mixture of expert (640) transfer learning (5449) knowledge distillation (3725) catastrophic forgetting (958) multi-task learning (2575)

Papers

MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders CVPR 2025
CoRA: Collaborative Information Perception by Large Language Model’s Weights for Recommendation AAAI 2025
Personalized Lip Reading: Adapting to Your Unique Lip Movements with Vision and Language AAAI 2025
ASER: Activation Smoothing and Error Reconstruction for Large Language Model Quantization AAAI 2025
CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance AAAI 2025
TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition ACL 2025
Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning ACL 2025
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025
Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025
One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025
GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction ACL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization ACL 2025
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation CVPR 2025
Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning CVPR 2025
Pixel-level and Semantic-level Adjustable Super-resolution: A Dual-LoRA Approach CVPR 2025
Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for LoRA EMNLP 2025
Pretraining Language Models with LoRA and Artificial Languages EMNLP 2025
Investigating ReLoRA: Effects on the Learning Dynamics of Small Language Models EMNLP 2025
UniMath-CoT: A Unified Framework for Multimodal Mathematical Reasoning with Re-Inference Affirmation EMNLP 2025
Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation EMNLP 2025
MixLoRA-DSI: Dynamically Expandable Mixture-of-LoRA Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora EMNLP 2025
Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-Tuning EMNLP 2025
Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants EMNLP 2025
DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment EMNLP 2025
On-device System of Compositional Multi-tasking in Large Language Models EMNLP 2025