Unsupervised Learning

Learning to Flip the Sentiment of Reviews from Non-Parallel Corpora EMNLP 2019 Learning Unsupervised Video Object Segmentation Through Visual Attention CVPR 2019 Leveraging Textual Specifications for Grammar-Based Fuzzing of Network Protocols AAAI 2019 MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction ACL 2019 Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders ACL 2019 Multivariate Triangular Quantile Maps for Novelty Detection NeurIPS 2019 Neural Cross-Lingual Event Detection with Minimal Parallel Resources EMNLP 2019 NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task ACL 2019 Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video CVPR 2019 Object landmark discovery through unsupervised adaptation NeurIPS 2019 Open Domain Event Extraction Using Neural Latent Variable Models ACL 2019 Patch-Based Discriminative Feature Learning for Unsupervised Person Re-Identification CVPR 2019 Play as You Like: Timbre-Enhanced Multi-Modal Music Style Transfer AAAI 2019 Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019 See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks CVPR 2019 SIGNet: Semantic Instance Aided Unsupervised 3D Geometry Perception CVPR 2019 Simple Unsupervised Summarization by Contextual Matching ACL 2019 Single Image Depth Estimation Trained via Depth From Defocus Cues CVPR 2019 Superquadrics Revisited: Learning 3D Shape Parsing Beyond Cuboids CVPR 2019 The LMU Munich Unsupervised Machine Translation System for WMT19 ACL 2019 Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data AAAI 2019 Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation CVPR 2019 Training Image Estimators without Image Ground Truth NeurIPS 2019 TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation CVPR 2019 Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation ACL 2019