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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

Nearest Neighbor Zero-Shot Inference EMNLP 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
Automatic Document Selection for Efficient Encoder Pretraining EMNLP 2022
Leveraging QA Datasets to Improve Generative Data Augmentation EMNLP 2022
ZIN: When and How to Learn Invariance Without Environment Partition? NIPS 2022
Unsupervised Non-transferable Text Classification EMNLP 2022
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems EMNLP 2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022
Understanding Domain Learning in Language Models Through Subpopulation Analysis EMNLP 2022
DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors EMNLP 2022
Yet at the FinNLP-2022 ERAI Task: Modified models for evaluating the Rationales of Amateur Investors EMNLP 2022
Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data IJCAI 2022
Parameter-Efficient Legal Domain Adaptation EMNLP 2022
Enhancing Counterfactual Classification Performance via Self-Training AAAI 2022
Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models AAAI 2022
CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for Single-Corpus and Cross-Corpus Speech Emotion Recognition IJCAI 2022
SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification AAAI 2022
Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation AAAI 2022
Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-identification AAAI 2022
Divide-and-Regroup Clustering for Domain Adaptive Person Re-identification AAAI 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation AAAI 2022
Inharmonious Region Localization by Magnifying Domain Discrepancy AAAI 2022
Dual Contrastive Learning for General Face Forgery Detection AAAI 2022
Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022
Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022