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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

Transitional Adaptation of Pretrained Models for Visual Storytelling CVPR 2021
Efficient Nearest Neighbor Language Models EMNLP 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation AAAI 2021
A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting AAAI 2021
Towards Reusable Network Components by Learning Compatible Representations AAAI 2021
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation AAAI 2021
Visual Transfer For Reinforcement Learning Via Wasserstein Domain Confusion AAAI 2021
Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination AAAI 2021
Self-Domain Adaptation for Face Anti-Spoofing AAAI 2021
Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection AAAI 2021
Dynamic to Static Lidar Scan Reconstruction Using Adversarially Trained Auto Encoder AAAI 2021
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021
Exploring Forensic Dental Identification with Deep Learning NIPS 2021
Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time NIPS 2021
Neural Machine Translation with Monolingual Translation Memory ACL 2021
Sim and Real: Better Together NIPS 2021
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora EMNLP 2021
Bering Lab’s Submissions on WAT 2021 Shared Task ACL 2021
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ACL 2021
FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains CVPR 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation CVPR 2021
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus NAACL 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021
Decentralised Learning from Independent Multi-Domain Labels for Person Re-Identification AAAI 2021