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Domain Adaptation

106 directly classified papers

Papers per year

Papers

CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection AAAI 2023
Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition AAAI 2023
Improving Domain Generalization for Prompt-Aware Essay Scoring via Disentangled Representation Learning ACL 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023
Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023
Divide and Adapt: Active Domain Adaptation via Customized Learning CVPR 2023
Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023
Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation ICCV 2023
Harmonious Teacher for Cross-Domain Object Detection CVPR 2023
Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation AAAI 2022
Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NIPS 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation NIPS 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Domain Adaptation for Arabic Crisis Response EMNLP 2022
Cross-Lingual Adversarial Domain Adaptation for Novice Programming AAAI 2022
Audio-Adaptive Activity Recognition Across Video Domains CVPR 2022
Invariant Information Bottleneck for Domain Generalization AAAI 2022
Semi-supervised Domain Adaptation for Dependency Parsing with Dynamic Matching Network ACL 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers AAAI 2022
Cross-Domain Sentiment Classification using Semantic Representation EMNLP 2022
Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition CVPR 2022
Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022
Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022
Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022