Unsupervised Learning

Disentangling Factors of Variation by Mixing Them CVPR 2018 Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer ACL 2018 Fixing Translation Divergences in Parallel Corpora for Neural MT EMNLP 2018 From Source to Target and Back: Symmetric Bi-Directional Adaptive GAN CVPR 2018 Gaussian Process Prior Variational Autoencoders NeurIPS 2018 GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018 Hierarchical Graph Structure Learning for Multi-View 3D Model Retrieval IJCAI 2018 Human-Centric Indoor Scene Synthesis Using Stochastic Grammar CVPR 2018 Image Collection Pop-Up: 3D Reconstruction and Clustering of Rigid and Non-Rigid Categories CVPR 2018 Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder EMNLP 2018 Learning Depth From Monocular Videos Using Direct Methods CVPR 2018 Learning Intrinsic Image Decomposition From Watching the World CVPR 2018 Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks EMNLP 2018 Mining on Manifolds: Metric Learning Without Labels CVPR 2018 Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation CVPR 2018 Modelling and unsupervised learning of symmetric deformable object categories NeurIPS 2018 Multi-Input Attention for Unsupervised OCR Correction ACL 2018 Neural Kinematic Networks for Unsupervised Motion Retargetting CVPR 2018 Neural Storyline Extraction Model for Storyline Generation from News Articles NAACL 2018 Non-Adversarial Mapping with VAEs NeurIPS 2018 Non-Adversarial Unsupervised Word Translation EMNLP 2018 Occlusion Aware Unsupervised Learning of Optical Flow CVPR 2018 On GANs and GMMs NeurIPS 2018 Phrase-based Unsupervised Machine Translation with Compositional Phrase Embeddings EMNLP 2018 Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction ACL 2018