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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

Pareto Domain Adaptation NIPS 2021
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport NIPS 2021
The balancing principle for parameter choice in distance-regularized domain adaptation NIPS 2021
TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation NIPS 2021
Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training NIPS 2021
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection NIPS 2021
Cycle Self-Training for Domain Adaptation NIPS 2021
Universal Semi-Supervised Learning NIPS 2021
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data NIPS 2021
On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources NIPS 2021
Clustering Effect of Adversarial Robust Models NIPS 2021
How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? ACL 2021
BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA NAACL 2021
BDKG at MEDIQA 2021: System Report for the Radiology Report Summarization Task NAACL 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection CVPR 2021
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation EMNLP 2021
Robustness and Generalization via Generative Adversarial Training ICCV 2021
Big Self-Supervised Models Advance Medical Image Classification ICCV 2021
Domain Divergences: A Survey and Empirical Analysis NAACL 2021
The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021
jurBERT: A Romanian BERT Model for Legal Judgement Prediction EMNLP 2021
Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains ICCV 2021
You Sound Like Someone Who Watches Drama Movies: Towards Predicting Movie Preferences from Conversational Interactions NAACL 2021
Towards Context-Agnostic Learning Using Synthetic Data NIPS 2021
Stance Detection in COVID-19 Tweets ACL 2021