low-rank adaptation

Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026 Improving Language Identification for Code-Switched Speech: The Pivotal Role of Accented English EACL 2026 Instant Personalized Large Language Model Adaptation via Hypernetwork ACL 2026 Integrating Diverse Assignment Strategies into DETRs AAAI 2026 Interpretable Safety Alignment via SAE-Constructed Low-Rank Subspace Adaptation ACL 2026 JCT 2026 - SemEval Task 5 SemEval 2026 kirito at SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis via Sentence Structure Parsing Preprocessing and Prompt-Enhanced Instruction Tuning SemEval 2026 L2-LoRA: Improving Low-Rank Adaptation with Layer-Specific Regularization AAAI 2026 Label-Free Cross-Task LoRA Merging with Null-Space Compression CVPR 2026 Learning 3D Shape Fidelity Metric from Real-world Distortions CVPR 2026 LeLoRA: Learnable Low-Rank Adaptation of Large Language Models ACL 2026 LiDeRe: A Lightweight Readout for Fast and Data-Efficient Dense Prediction CVPR 2026 Live Interactive Training for Video Segmentation CVPR 2026 Localized Low-Rank Adaptation within Clustered Parameter Subspaces ACL 2026 LoFA: Learning to Predict Personalized Prior for Fast Adaptation of Visual Generative Models CVPR 2026 LoGIC: Multi-LoRA Guided Importance Consensus for Multi-Task Pruning in Vision Transformers AAAI 2026 LoPrune: Efficient Data Pruning for LoRA-Based Fine-Tuning of Vision Transformer CVPR 2026 LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning AAAI 2026 LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging ACL 2026 Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification WACV 2026 Low-Rank Test-Time Training for Pre-Trained Point Cloud Models CVPR 2026 LumiX: Structured and Coherent Text-to-Intrinsic Generation CVPR 2026 Maastricht University at AMIYA: Adapting LLMs for Dialectal Arabic using Fine-tuning and MBR Decoding EACL 2026 MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation CVPR 2026 MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models CVPR 2026