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Domain Adaptation

8,962 papers

Papers per year

15
47
751
1443
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Papers

Unbalanced CO-optimal Transport AAAI 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023
SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation AAAI 2023
Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023
Non-IID Transfer Learning on Graphs AAAI 2023
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation AAAI 2023
Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023
High-Level Semantic Feature Matters Few-Shot Unsupervised Domain Adaptation AAAI 2023
Imbalanced Label Distribution Learning AAAI 2023
Covariate-Shift Generalization via Random Sample Weighting AAAI 2023
Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition AAAI 2023
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER AAAI 2023
Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention AAAI 2023
See How You Read? Multi-Reading Habits Fusion Reasoning for Multi-Modal Fake News Detection AAAI 2023
A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging AAAI 2023
Transferable Post-hoc Calibration on Pretrained Transformers in Noisy Text Classification AAAI 2023
Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction AAAI 2023
“Nothing Abnormal”: Disambiguating Medical Reports via Contrastive Knowledge Infusion AAAI 2023
Low Emission Building Control with Zero-Shot Reinforcement Learning AAAI 2023
A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023
OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data AAAI 2023
Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection AAAI 2023
Foundation Model for Material Science AAAI 2023
Food Information Engineering: A Systematic Literature Review AAAI 2023
Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning AAAI 2023