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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

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

AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion CVPR 2025
Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025
Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing LLMs via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains EMNLP 2025
Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis CVPR 2025
MINIMA: Modality Invariant Image Matching CVPR 2025
PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations? CVPR 2025
Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025
SimVS: Simulating World Inconsistencies for Robust View Synthesis CVPR 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes CVPR 2025
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines CVPR 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025
The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf CVPR 2025
DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery CVPR 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models CVPR 2025
Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-ray Classification ICCV 2025
Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios EMNLP 2025
Automatic Spectral Calibration of Hyperspectral Images: Method, Dataset and Benchmark CVPR 2025
Accurate Nucleic Acid-Binding Residue Identification Based Domain-Adaptive Protein Language Model and Explainable Geometric Deep Learning AAAI 2025
Model-based Large Language Model Customization as Service EMNLP 2025
Effortless Active Labeling for Long-Term Test-Time Adaptation CVPR 2025
CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval EMNLP 2025
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025