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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training CVPR 2021
Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021
Uncertainty Reduction for Model Adaptation in Semantic Segmentation CVPR 2021
Self-Supervised Augmentation Consistency for Adapting Semantic Segmentation CVPR 2021
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification CVPR 2021
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching CVPR 2021
Limitations of Post-Hoc Feature Alignment for Robustness CVPR 2021
Post-Hoc Uncertainty Calibration for Domain Drift Scenarios CVPR 2021
Reducing Domain Gap by Reducing Style Bias CVPR 2021
Cross-Domain Similarity Learning for Face Recognition in Unseen Domains CVPR 2021
Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds CVPR 2021
Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021
HLA-Face: Joint High-Low Adaptation for Low Light Face Detection CVPR 2021
Spatio-temporal Contrastive Domain Adaptation for Action Recognition CVPR 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation CVPR 2021
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021
Towards Robustness of Text-to-SQL Models against Synonym Substitution ACL 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling ACL 2021
MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation ACL 2021
Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers ACL 2021
Cross-View Regularization for Domain Adaptive Panoptic Segmentation CVPR 2021
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation CVPR 2021
ST3D: Self-Training for Unsupervised Domain Adaptation on 3D Object Detection CVPR 2021
Pseudo Facial Generation With Extreme Poses for Face Recognition CVPR 2021
Cross-View Cross-Scene Multi-View Crowd Counting CVPR 2021