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

My3DGen: A Scalable Personalized 3D Generative Model WACV 2025
A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models WACV 2025
BeamLoRA: Beam-Constraint Low-Rank Adaptation ACL 2025
Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025
Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025
DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-Tuning ACL 2025
META-LORA: Memory-Efficient Sample Reweighting for Fine-Tuning Large Language Models COLING 2025
MoKA:Parameter Efficiency Fine-Tuning via Mixture of Kronecker Product Adaption COLING 2025
Localized Concept Erasure for Text-to-Image Diffusion Models Using Training-Free Gated Low-Rank Adaptation CVPR 2025
Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning COLING 2025
RAD: Region-Aware Diffusion Models for Image Inpainting CVPR 2025
Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning CVPR 2025
Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning COLING 2025
Atyaephyra at SemEval-2025 Task 4: Low-Rank Negative Preference Optimization ACL 2025
Abstractive Summarization of Low resourced Nepali language using Multilingual Transformers COLING 2025
Image Referenced Sketch Colorization Based on Animation Creation Workflow CVPR 2025
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025
Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models EMNLP 2025
SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture NAACL 2025
MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning NAACL 2025
VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning NAACL 2025
Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity NAACL 2025
Adaptive LoRA Merge with Parameter Pruning for Low-Resource Generation ACL 2025