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

Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing ACL 2025
Outlier-weighed Layerwise Sampling for LLM Fine-tuning ACL 2025
CUNI-NL@IWSLT 2025: End-to-end Offline Speech Translation and Instruction Following with LLMs ACL 2025
LaySummX at BioLaySumm: Retrieval-Augmented Fine-Tuning for Biomedical Lay Summarization Using Abstracts and Retrieved Full-Text Context ACL 2025
AROMA: Autonomous Rank-one Matrix Adaptation EMNLP 2025
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models EMNLP 2025
LoRA-MGPO: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization EMNLP 2025
R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-task Learning EMNLP 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion EMNLP 2025
NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models EMNLP 2025
Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models EMNLP 2025
GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025
NormAL LoRA: What is the perfect size? EMNLP 2025
Riemannian Optimization for LoRA on the Stiefel Manifold EMNLP 2025
GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuning EMNLP 2025
LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem EMNLP 2025
DoDS-IITPKD:Submissions to the WMT25 Low-Resource Indic Language Translation Task EMNLP 2025
Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations CVPR 2025
Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability CVPR 2025
UNIALIGN: Scaling Multimodal Alignment within One Unified Model CVPR 2025
HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis CVPR 2025
CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning CVPR 2025
LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning CVPR 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning CVPR 2025