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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Domain Adaptive Text Style Transfer IJCNLP 2019
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation IJCNLP 2019
CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions AAAI 2019
Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features AISTATS 2019
Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport AISTATS 2019
Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation CVPR 2018
Detecting Diabetes Risk from Social Media Activity EMNLP 2018
Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation CVPR 2018
Unsupervised Domain Adaptation With Similarity Learning CVPR 2018
Cross-Domain Detection of Abusive Language Online EMNLP 2018
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging EMNLP 2018
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing EMNLP 2018
Adversarial Domain Adaptation for Duplicate Question Detection EMNLP 2018
Modeling Temporality of Human Intentions by Domain Adaptation EMNLP 2018
Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift ACL 2018
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance EMNLP 2018
The Data Challenge in Misinformation Detection: Source Reputation vs. Content Veracity EMNLP 2018
Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription INTERSPEECH 2018
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models INTERSPEECH 2018
Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation IJCAI 2018
Unpaired Multi-Domain Image Generation via Regularized Conditional GANs IJCAI 2018
What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018
Pivot Based Language Modeling for Improved Neural Domain Adaptation NAACL 2018
Multinomial Adversarial Networks for Multi-Domain Text Classification NAACL 2018