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Domain Adaptation

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Papers

Multi-Adversarial Faster-RCNN for Unrestricted Object Detection ICCV 2019
Temporal Attentive Alignment for Large-Scale Video Domain Adaptation ICCV 2019
Self-Similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-Identification ICCV 2019
Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection ICCV 2019
Confidence Regularized Self-Training ICCV 2019
Universal Semi-Supervised Semantic Segmentation ICCV 2019
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval ICCV 2019
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation ICCV 2019
Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research ACL 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References EMNLP 2019
CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forums EMNLP 2019
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019
Shallow Domain Adaptive Embeddings for Sentiment Analysis IJCNLP 2019
Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis IJCNLP 2019
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning IJCNLP 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling IJCNLP 2019
Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction IJCNLP 2019
To Annotate or Not? Predicting Performance Drop under Domain Shift IJCNLP 2019
Simple, Scalable Adaptation for Neural Machine Translation IJCNLP 2019
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings IJCNLP 2019
Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine Translation IJCNLP 2019
Iterative Dual Domain Adaptation for Neural Machine Translation IJCNLP 2019
DIViS: Domain Invariant Visual Servoing for Collision-Free Goal Reaching RSS 2019
Correlated Variational Auto-Encoders ICML 2019
ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation ICML 2019