model adaptation

EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models ICCV 2025 Exploration-Driven Generative Interactive Environments CVPR 2025 Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models EMNLP 2025 Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025 Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025 How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025 Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies EMNLP 2025 KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases EMNLP 2025 Krikri: Advancing Open Large Language Models for Greek EMNLP 2025 LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation ICLR 2025 LoRMA: Low-Rank Multiplicative Adaptation for LLMs ACL 2025 MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection ACL 2025 MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba ICLR 2025 Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence ICML 2025 NeuroAda: Activating Each Neuron’s Potential for Parameter-Efficient Fine-Tuning EMNLP 2025 Parameter-Efficient Fine-Tuning via Circular Convolution ACL 2025 Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation CVPR 2025 PAVE: Patching and Adapting Video Large Language Models CVPR 2025 Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 2025 Revisiting WFST-based Hybrid Japanese Speech Recognition System for Individuals with Organic Speech Disorders Interspeech 2025 SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation WACV 2025 Sensitivity-Aware Efficient Fine-Tuning via Compact Dynamic-Rank Adaptation CVPR 2025 SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models WACV 2025 SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025 Sparsity May Be All You Need: Sparse Random Parameter Adaptation EMNLP 2025