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Domain Adaptation

183 directly classified papers

Papers per year

Papers

SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation AAAI 2023
On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets NIPS 2023
Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment AAAI 2023
Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels CVPR 2022
GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation AAAI 2022
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022
Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 ACL 2022
Modular Domain Adaptation ACL 2022
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022
SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation AAAI 2022
Domain Adaptation of Machine Translation with Crowdworkers EMNLP 2022
Domain Adaptation under Open Set Label Shift NIPS 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning NIPS 2022
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks CVPR 2022
SelecMix: Debiased Learning by Contradicting-pair Sampling NIPS 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation NIPS 2022
Improving Few-Shot Domain Transfer for Named Entity Disambiguation with Pattern Exploitation EMNLP 2022
Comparative Analysis of Cross-lingual Contextualized Word Embeddings EMNLP 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation EMNLP 2022
Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification NAACL 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering NIPS 2022
Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition ACL 2021
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ACL 2021