adapter tuning

Representation-Steered Incremental Adapter-Tuning for Class-Incremental Learning with Pre-Trained Models CVPR 2026 Training-Only Heterogeneous Image-Patch-Text Graph Supervision for Advancing Few-Shot Learning Adapters CVPR 2026 TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models AAAI 2026 5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks CVPR 2025 Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration CVPR 2025 Adaptive Parameter Selection for Tuning Vision-Language Models CVPR 2025 Boundary-Aware Refinement with Environment-Robust Adapter Tuning for Underwater Instance Segmentation ACML 2025 D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025 Dynamic Adapter Tuning for Long-Tailed Class-Incremental Learning WACV 2025 E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning EMNLP 2025 Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025 HGAdapter: Hypergraph-based Adapters in Language Models for Code Summarization and Clone Detection EMNLP 2025 HomoGraphAdapter: A Homogeneous Graph Neural Network as an Effective Adapter for Vision-Language Models EMNLP 2025 Improving SAM for Camouflaged Object Detection via Dual Stream Adapters ICCV 2025 Investigating Adapters for Parameter-efficient Low-resource Automatic Speech Recognition NAACL 2025 Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning AAAI 2025 MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models EMNLP 2025 Motion-Agent: A Conversational Framework for Human Motion Generation with LLMs ICLR 2025 Parameter-Efficient Fine-tuning with Instance-Aware Prompt and Parallel Adapters for Speaker Verification Interspeech 2025 Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025 UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection SemEval 2025 Whisper-UT: A Unified Translation Framework for Speech and Text EMNLP 2025 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NeurIPS 2024 Adapter pre-training for improved speech recognition in unseen domains using low resource adapter tuning of self-supervised models Interspeech 2024 BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation ICLR 2024