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domain adaptation

4578 papers

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DA

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment COLING 2025
Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025
Leveraging BEV Paradigm for Ground-to-Aerial Image Synthesis ICCV 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025
Cross-table Synthetic Tabular Data Detection COLING 2025
Domain Adaptive Unfolded Graph Neural Networks AAAI 2025
FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal Domain NAACL 2025
Preserving Multilingual Quality While Tuning Query Encoder on English Only NAACL 2025
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning AAAI 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes CVPR 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models NAACL 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability ICCV 2025
AnyMoLe: Any Character Motion In-betweening Leveraging Video Diffusion Models CVPR 2025
Challenges in Technical Regulatory Text Variation Detection COLING 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025
Segment Any-Quality Images with Generative Latent Space Enhancement CVPR 2025
FlexPose: Pose Distribution Adaptation with Limited Guidance AAAI 2025
Contextual Structure Knowledge Transfer for Graph Neural Networks AAAI 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles CVPR 2025
Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation IJCAI 2025
In-Context Learning on a Budget: A Case Study in Token Classification NAACL 2025
QGen Studio: An Adaptive Question-Answer Generation, Training and Evaluation Platform AAAI 2025