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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

Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees NAACL 2018
Efficient Language Model Adaptation with Noise Contrastive Estimation and Kullback-Leibler Regularization INTERSPEECH 2018
Conditional Generative Adversarial Network for Structured Domain Adaptation CVPR 2018
W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection CVPR 2018
Learning to Sketch With Shortcut Cycle Consistency CVPR 2018
Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR 2018
Triplet Network with Attention for Speaker Diarization INTERSPEECH 2018
Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks NIPS 2018
Transfer of Deep Reactive Policies for MDP Planning NIPS 2018
Unsupervised Adversarial Invariance NIPS 2018
Augmented Skeleton Space Transfer for Depth-Based Hand Pose Estimation CVPR 2018
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes CVPR 2018
Minimax Statistical Learning with Wasserstein distances NIPS 2018
Distributionally Robust Graphical Models NIPS 2018
Revisiting $(\epsilon, \gamma, \tau)$-similarity learning for domain adaptation NIPS 2018
Algorithms and Theory for Multiple-Source Adaptation NIPS 2018
Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data NIPS 2018
Learning to Adapt Structured Output Space for Semantic Segmentation CVPR 2018
Feature Mapping for Learning Fast and Accurate 3D Pose Inference From Synthetic Images CVPR 2018
Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting CVPR 2018
Cross-Dataset Adaptation for Visual Question Answering CVPR 2018
Findings of the WMT 2018 Biomedical Translation Shared Task: Evaluation on Medline test sets EMNLP 2018
Adversarial Feature Augmentation for Unsupervised Domain Adaptation CVPR 2018
Data Selection with Feature Decay Algorithms Using an Approximated Target Side EMNLP 2018
A Study of Enhancement, Augmentation and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition INTERSPEECH 2018