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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022
Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation ACL 2022
Domain Representative Keywords Selection: A Probabilistic Approach ACL 2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022
A Label-Aware Autoregressive Framework for Cross-Domain NER NAACL 2022
Generalizing to New Physical Systems via Context-Informed Dynamics Model ICML 2022
A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data ACL 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022
Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation ACL 2022
Leveraging Wikipedia article evolution for promotional tone detection ACL 2022
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ACL 2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ACL 2022
Task-guided Disentangled Tuning for Pretrained Language Models ACL 2022
Pretrained Biomedical Language Models for Clinical NLP in Spanish ACL 2022
Low-Resource Adaptation of Open-Domain Generative Chatbots ACL 2022
Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs ACL 2022
Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains ACL 2022
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022
SimT: Handling Open-Set Noise for Domain Adaptive Semantic Segmentation CVPR 2022
Towards Unsupervised Domain Generalization CVPR 2022
Semantic-Aware Domain Generalized Segmentation CVPR 2022
General Incremental Learning With Domain-Aware Categorical Representations CVPR 2022
ActiveZero: Mixed Domain Learning for Active Stereovision With Zero Annotation CVPR 2022
Exploring Endogenous Shift for Cross-Domain Detection: A Large-Scale Benchmark and Perturbation Suppression Network CVPR 2022
Continual Test-Time Domain Adaptation CVPR 2022