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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

Margin-aware Adversarial Domain Adaptation with Optimal Transport ICML 2020
Multi-Domain Learning for Accurate and Few-Shot Color Constancy CVPR 2020
Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes CVPR 2020
Predicting Degrees of Technicality in Automatic Terminology Extraction ACL 2020
Geometry-aware domain adaptation for unsupervised alignment of word embeddings ACL 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog ACL 2020
Learning Efficient Dialogue Policy from Demonstrations through Shaping ACL 2020
Temporally-Informed Analysis of Named Entity Recognition ACL 2020
Learning a Multi-Domain Curriculum for Neural Machine Translation ACL 2020
Unsupervised Domain Clusters in Pretrained Language Models ACL 2020
Research on Task Discovery for Transfer Learning in Deep Neural Networks ACL 2020
COVID-QA: A Question Answering Dataset for COVID-19 ACL 2020
CASIA’s System for IWSLT 2020 Open Domain Translation ACL 2020
Multi-Task Supervised Pretraining for Neural Domain Adaptation ACL 2020
Adversarial-Learned Loss for Domain Adaptation AAAI 2020
Generative Adversarial Networks for Video-to-Video Domain Adaptation AAAI 2020
Model-based Policy Optimization with Unsupervised Model Adaptation NIPS 2020
Offline Imitation Learning with a Misspecified Simulator NIPS 2020
Listening to Sounds of Silence for Speech Denoising NIPS 2020
Label-Noise Robust Domain Adaptation ICML 2020
Domain Aggregation Networks for Multi-Source Domain Adaptation ICML 2020
Continuously Indexed Domain Adaptation ICML 2020
Few-shot Domain Adaptation by Causal Mechanism Transfer ICML 2020
Discriminative Adversarial Search for Abstractive Summarization ICML 2020
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations ICML 2020