low-rank adapter

AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors CVPR 2026 Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation CVPR 2026 EW-DETR: Evolving World Object Detection via Incremental Low-Rank DEtection TRansformer CVPR 2026 FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants CVPR 2026 FSLoRA: Harmonizing Detection and Re-Identification via Freq-Spatial Low-Rank Adapter for One-Stage Person Search CVPR 2026 GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models ACL 2026 K-Merge: Online Continual Merging of Adapters for On-device Large Language Models ACL 2026 Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices WACV 2026 Quant Experts: Token-aware Adaptive Error Reconstruction with Mixture of Experts for Large Vision-Language Models Quantization CVPR 2026 QuEPT: Quantized Elastic Precision Transformers with One-Shot Calibration for Multi-Bit Switching AAAI 2026 RoZO: Geometry-Aware Zeroth-Order Fine-Tuning on Low-Rank Adapters for Black-Box Large Language Models EACL 2026 VL-Eraser: Vacuum Distillation for Machine Unlearning in Vision-Language Models CVPR 2026 A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models ICML 2025 ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints ICCV 2025 DyRoNet: Dynamic Routing and Low-Rank Adapters for Autonomous Driving Streaming Perception WACV 2025 LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation ICCV 2025 On-device System of Compositional Multi-tasking in Large Language Models EMNLP 2025 One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025 On the Crucial Role of Initialization for Matrix Factorization ICLR 2025 Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences ICLR 2025 Run LoRA Run: Faster and Lighter LoRA Implementations ACL 2025 Simplifying Control Mechanism in Text-to-Image Diffusion Models AAAI 2025 SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs ICLR 2025 The Unreasonable Ineffectiveness of the Deeper Layers ICLR 2025 Weight Factorization and Centralization for Continual Learning in Speech Recognition Interspeech 2025