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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

Unsupervised Learning of Debiased Representations With Pseudo-Attributes CVPR 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022
Conditional Prompt Learning for Vision-Language Models CVPR 2022
Marginal Contrastive Correspondence for Guided Image Generation CVPR 2022
Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022
Leveraging Self-Supervision for Cross-Domain Crowd Counting CVPR 2022
Continual Stereo Matching of Continuous Driving Scenes With Growing Architecture CVPR 2022
Low-Resource Adaptation for Personalized Co-Speech Gesture Generation CVPR 2022
Day-to-Night Image Synthesis for Training Nighttime Neural ISPs CVPR 2022
On Distribution Shift in Learning-based Bug Detectors ICML 2022
Graph Neural Architecture Search Under Distribution Shifts ICML 2022
Learning Domain Adaptive Object Detection with Probabilistic Teacher ICML 2022
Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing ICML 2022
Identifiability Conditions for Domain Adaptation ICML 2022
Partial disentanglement for domain adaptation ICML 2022
Improving Mini-batch Optimal Transport via Partial Transportation ICML 2022
A Closer Look at Smoothness in Domain Adversarial Training ICML 2022
Context-Aware Drift Detection ICML 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification NIPS 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models NIPS 2022
What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? AACL 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation AACL 2022
Multi-label Classification of Scientific Research Documents Across Domains and Languages COLING 2022
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision NIPS 2022