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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

Convolution Monge Mapping Normalization for learning on sleep data NIPS 2023
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift NIPS 2023
Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023
Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation EMNLP 2023
Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments CVPR 2023
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval CVPR 2023
iREL at SemEval-2023 Task 9: Improving understanding of multilingual Tweets using Translation-Based Augmentation and Domain Adapted Pre-Trained Models ACL 2023
Online Prototype Alignment for Few-shot Policy Transfer ICML 2023
PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios NIPS 2023
ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models ICML 2023
Taxonomy-Structured Domain Adaptation ICML 2023
Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions ICML 2023
Diversity-Aware Meta Visual Prompting CVPR 2023
SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains EACL 2023
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge EACL 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models EACL 2023
Improving User Controlled Table-To-Text Generation Robustness EACL 2023
Comparing domain-specific and domain-general BERT variants for inferred real-world knowledge through rare grammatical features in Serbian EACL 2023
An Investigation of Evaluation Methods in Automatic Medical Note Generation ACL 2023
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation ACL 2023
ELiRF-VRAIN at BioNLP Task 1B: Radiology Report Summarization ACL 2023
JHU IWSLT 2023 Multilingual Speech Translation System Description ACL 2023
Train Global, Tailor Local: Minimalist Multilingual Translation into Endangered Languages EACL 2023
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering EACL 2023
Named Entity Recognition in a Very Homogenous Domain EACL 2023