Unsupervised Learning

Simplified Neural Unsupervised Domain Adaptation NAACL 2019 Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data IJCAI 2019 SinGAN: Learning a Generative Model From a Single Natural Image ICCV 2019 Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective AAAI 2019 Single Image Depth Estimation Trained via Depth From Defocus Cues CVPR 2019 Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory NAACL 2019 Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019 Sparse Multi-Channel Variational Autoencoder for the Joint Analysis of Heterogeneous Data ICML 2019 SparseSpeech: Unsupervised Acoustic Unit Discovery with Memory-Augmented Sequence Autoencoders Interspeech 2019 Spatially Invariant Unsupervised Object Detection with Convolutional Neural Networks AAAI 2019 Speaker Adversarial Training of DPGMM-Based Feature Extractor for Zero-Resource Languages Interspeech 2019 Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification EMNLP 2019 Spherical Text Embedding NeurIPS 2019 Split or Merge: Which is Better for Unsupervised RST Parsing? EMNLP 2019 Stacked Capsule Autoencoders NeurIPS 2019 Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection NeurIPS 2019 StrokeNet: A Neural Painting Environment ICLR 2019 Structured Disentangled Representations AISTATS 2019 Structured Neural Topic Models for Reviews AISTATS 2019 Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation ACL 2019 Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation NAACL 2019 Subspace Structure-Aware Spectral Clustering for Robust Subspace Clustering ICCV 2019 Supervised and Unsupervised Machine Translation for Myanmar-English and Khmer-English EMNLP 2019 Support and Invertibility in Domain-Invariant Representations AISTATS 2019 Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning ICCV 2019