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

Hybrid Routing for a Mixture of LoRA Experts AAAI 2026

Put the Space of LoRA Initialization to the Extreme to Preserve Pre-trained Knowledge AAAI 2026

OPLoRA: Orthogonal Projection LoRA Prevents Catastrophic Forgetting During Parameter-Efficient Fine-Tuning AAAI 2026

L2-LoRA: Improving Low-Rank Adaptation with Layer-Specific Regularization AAAI 2026

ALTER: Asymmetric LoRA for Token-Entropy-Guided Unlearning of LLMs AAAI 2026

Histopath-C: Towards Realistic Domain Shifts for Histopathology Vision-Language Adaptation WACV 2026

Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification WACV 2026

Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel NeRA Adapter for Enhanced Feature Adaptation WACV 2026

1LoRA: Summation Compression for Very Low-Rank Adaptation WACV 2026

Event Detection with a Context-Aware Encoder and LoRA for Improved Performance on Long-Tailed Classes EACL 2026

Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026

SDNLP at AMIYA 2026: Syrian Arabic Dialect Modeling with LoRA EACL 2026

A Closed-Track System for Palestinian Arabic in the AMIYA Shared Task EACL 2026

IdiomRanker-X at MWE-2026 AdMIRe 2: Multilingual Idiom-Image Alignment via Low-Rank Adaptation of Cross-Encoders EACL 2026

baellouf at AbjadMed: Efficient Fine-tuning with All-Linear LoRA for Arabic Medical QA Classification EACL 2026

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data EACL 2026

Parameter-Efficient Adaptation of Self-Supervised Models for Arabic Speech Recognition EACL 2026

DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval AAAI 2026

Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection AAAI 2026

Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation AAAI 2026

LoGIC: Multi-LoRA Guided Importance Consensus for Multi-Task Pruning in Vision Transformers AAAI 2026

DeLo: Dual Decomposed Low-Rank Experts Collaboration for Continual Missing Modality Learning AAAI 2026

HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026

Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning AAAI 2026

TARA: Token-Aware LoRA for Composable Personalization in Diffusion Models AAAI 2026