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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Adapting Object Size Variance and Class Imbalance for Semi-supervised Object Detection AAAI 2023
Domain Adaptation for Sentiment Analysis Using Robust Internal Representations EMNLP 2023
Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions ICML 2023
Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023
Structural Re-weighting Improves Graph Domain Adaptation ICML 2023
Domain Private Transformers for Multi-Domain Dialog Systems EMNLP 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023
Double-Weighting for Covariate Shift Adaptation ICML 2023
On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation ICML 2023
Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023
ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models ICML 2023
Learning Adaptive Dense Event Stereo From the Image Domain CVPR 2023
Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time ICML 2023
On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer CVPR 2023
Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023
On Pitfalls of Test-Time Adaptation ICML 2023
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift ICML 2023
MOT: Masked Optimal Transport for Partial Domain Adaptation CVPR 2023
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-Based Mixing WACV 2023
Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation WACV 2023
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing WACV 2023
Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation WACV 2023
How To Practice VQA on a Resource-Limited Target Domain WACV 2023
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions WACV 2023
Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction AAAI 2023