parameter-efficient fine-tuning

Decompose, Mix, Adapt: A Unified Framework for Parameter-Efficient Neural Network Recombination and Compression CVPR 2026 Decoupling Vision and Language: Codebook Anchored Visual Adaptation CVPR 2026 Detecting Compressed AI-Generated Images via Phase Spectrum Robustness CVPR 2026 DevLake at LoResMT 2026: The Impact of Pre-training and Model Scale on Russian-Bashkir Low-Resource Translation EACL 2026 DFD-HR: Generalizable Deepfake Detection via Hierarchical Routing Learning CVPR 2026 Distilling Safe LLM Systems via Soft Prompts for On Device Settings UAI 2026 Domain Adaptation Without the Compute Burden for Efficient Whole Slide Image Analysis MIDL 2026 Dream at SemEval-2026 Task 13: SALSA for Single-Pass Machine-Generated Code Detection SemEval 2026 DWTSG: Parameter-Efficient Fine-Tuning of Large Pre-trained Models via Discrete Wavelet Transform and Subband Guidance AAAI 2026 Earth-Adapter: Bridge the Geospatial Domain Gaps with a Frequency-Guided Mixture of Adapters AAAI 2026 Efficient Self-Supervised Adaptation of 3D Abdominal Vision-Language Model for Institution-Specific HCC Classification via Full Fine-Tuning and PEFT MIDL 2026 Efficient Text-Guided Convolutional Adapter for the Diffusion Model WACV 2026 EfficientTool: A Cost-Effective Aligning Framework for Tool-Conditioned Agents in SME Scenarios ACL 2026 ELLA: Efficient Lifelong Learning for Adapters in Large Language Models EACL 2026 Ellat at SemEval-2026 Task 11: Comparing Encoder and Decoder Models for Syllogistic Reasoning SemEval 2026 Enhancing Automatic Speech Recognition Models for Maternal and Reproductive Health: Fine-Tuning and Real-World Evaluation in Wolof EACL 2026 Enhancing Continual Learning of Vision-Language Models via Dynamic Prefix Weighting CVPR 2026 ES4MLL at SemEval-2026 Task 2: Set Attention Aggregation and Recurrent Temporal Modeling for Longitudinal Affect Prediction SemEval 2026 Explore How to Inject Beneficial Noise in MLLMs AAAI 2026 Exposing Functional Fusion: A New Class of Strategic Backdoor in Dynamic Prompt Architectures CVPR 2026 FAAR: Efficient Frequency-Aware Multi-Task Fine-Tuning via Automatic Rank Selection CVPR 2026 FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants CVPR 2026 FedBPrompt: Federated Domain Generalization Person Re-Identification via Body Distribution Aware Visual Prompts CVPR 2026 FedP²EFT: Federated Learning to Personalize PEFT for Multilingual LLMs AAAI 2026 FedReFT: Federated Representation Fine-Tuning with All-But-Me Aggregation EACL 2026