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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Harmonious Teacher for Cross-Domain Object Detection CVPR 2023
SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition INTERSPEECH 2023
Domain Adaptation for Speech Enhancement in a Large Domain Gap INTERSPEECH 2023
Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition INTERSPEECH 2023
The Path to Continuous Domain Adaptation Improvements by HW-TSC for the WMT23 Biomedical Translation Shared Task EMNLP 2023
On using distribution-based compositionality assessment to evaluate compositional generalisation in machine translation EMNLP 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Qur’anic IR in English and Arabic EMNLP 2023
Domain Adaptation for Sentiment Analysis Using Robust Internal Representations EMNLP 2023
Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023
FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification ACL 2023
Domain Private Transformers for Multi-Domain Dialog Systems EMNLP 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023
Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 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
DomainAdaptor: A Novel Approach to Test-time Adaptation ICCV 2023
Can Shadows Reveal Biometric Information? WACV 2023
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning WACV 2023
Empirical Generalization Study: Unsupervised Domain Adaptation vs. Domain Generalization Methods for Semantic Segmentation in the Wild WACV 2023
CoNMix for Source-Free Single and Multi-Target Domain Adaptation WACV 2023
TeST: Test-Time Self-Training Under Distribution Shift WACV 2023