parameter-efficient fine-tuning

Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection AAAI 2026 Fine-Tuned LLMs Know They Don’t Know: A Parameter-Efficient Approach to Recovering Honesty AAAI 2026 Fine-tuning Zero-shot Large Language Models for Patient-reported Outcomes (Student Abstract) AAAI 2026 FlexLLM: Token-Level Co-Serving of LLM Inference and Finetuning with SLO Guarantees NSDI 2026 FlowComposer: Composable Flows for Compositional Zero-Shot Learning CVPR 2026 Frame2Freq: Spectral Adapters for Fine-Grained Video Understanding CVPR 2026 Frequency Switching Mechanism for Parameter-Efficient Multi-Task Learning CVPR 2026 FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence AAAI 2026 From Numbers to Narratives: Efficient Language Model-Based Detection for Safety-Critical Minority Classes EACL 2026 Full Fine-Tuning vs. Parameter-Efficient Adaptation for Low-Resource African ASR: A Controlled Study with Whisper-Small EACL 2026 GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection EACL 2026 GateRA: Token-aware Modulation for Parameter-Efficient Fine-tuning AAAI 2026 GeCo: Geometry-Consistent Regularization for Domain Generalized Semantic Segmentation CVPR 2026 GEM: A Scale-Aware and Distribution-Sensitive Sparse Fine-Tuning Framework for Effective Downstream Adaptation AAAI 2026 GFRRN: Explore the Gaps in Single Image Reflection Removal CVPR 2026 GFT: Graph Feature Tuning for Efficient Point Cloud Analysis WACV 2026 GheGheGhe at SemEval-2026 Task 11: Decoupling Logic from Belief with Bias-Targeted Fine-Tuning and Neuro-Symbolic Syllogistic Reasoning SemEval 2026 GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models ACL 2026 GlitchCleaner: Lightweight Glitch Tokens Repairing by Lossless Gated LoRA in Large Language Models AAAI 2026 Group Orthogonal Low-Rank Adaptation for RGB-T Tracking AAAI 2026 Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026 HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026 HiFICL: High-Fidelity In-Context Learning for Multimodal Tasks CVPR 2026 HKAFER: Achieve Visual Parameter-Efficient Fine-Tuning via Heterogeneous Kronecker Adaptation for Facial Expression Recognition AAAI 2026 ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation AAAI 2026