Unsupervised Learning

Unsupervised Natural Question Answering with a Small Model EMNLP 2019 Unsupervised Neural Machine Translation with SMT as Posterior Regularization AAAI 2019 Unsupervised Neural Text Simplification ACL 2019 Unsupervised Object Segmentation by Redrawing NeurIPS 2019 Unsupervised Parallel Sentence Extraction with Parallel Segment Detection Helps Machine Translation ACL 2019 Unsupervised Paraphrasing without Translation ACL 2019 Unsupervised Part-Based Disentangling of Object Shape and Appearance CVPR 2019 Unsupervised Person Image Generation With Semantic Parsing Transformation CVPR 2019 Unsupervised Person Re-Identification by Soft Multilabel Learning CVPR 2019 Unsupervised Pivot Translation for Distant Languages ACL 2019 Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation ACL 2019 Unsupervised Question Answering by Cloze Translation ACL 2019 Unsupervised Rewriter for Multi-Sentence Compression ACL 2019 Unsupervised Stylish Image Description Generation via Domain Layer Norm AAAI 2019 Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach CVPR 2019 View Inter-Prediction GAN: Unsupervised Representation Learning for 3D Shapes by Learning Global Shape Memories to Support Local View Predictions AAAI 2019 Wasserstein Dependency Measure for Representation Learning NeurIPS 2019 Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection CVPR 2019 Word2Sense: Sparse Interpretable Word Embeddings ACL 2019 Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation CVPR 2018 An Unsupervised Learning Model for Deformable Medical Image Registration CVPR 2018 CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018 Deep Adversarial Subspace Clustering CVPR 2018 Deep Density Clustering of Unconstrained Faces CVPR 2018 Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective CVPR 2018