Deep Learning

Unsupervised Learning of Syntactic Structure with Invertible Neural Projections EMNLP 2018 Unsupervised Learning of View-invariant Action Representations NeurIPS 2018 Unsupervised Machine Translation Using Monolingual Corpora Only ICLR 2018 Unsupervised Multilingual Word Embeddings EMNLP 2018 Unsupervised Natural Language Generation with Denoising Autoencoders EMNLP 2018 Unsupervised Neural Machine Translation ICLR 2018 Unsupervised Neural Machine Translation with Weight Sharing ACL 2018 Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling EMNLP 2018 Unsupervised Person Image Synthesis in Arbitrary Poses CVPR 2018 Unsupervised Representation Learning by Predicting Image Rotations ICLR 2018 Unsupervised Sentence Compression using Denoising Auto-Encoders CoNLL 2018 Unsupervised Source Hierarchies for Low-Resource Neural Machine Translation ACL 2018 Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution CVPR 2018 Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition Interspeech 2018 Unsupervised Textual Grounding: Linking Words to Image Concepts CVPR 2018 Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018 Unsupervised Training for 3D Morphable Model Regression CVPR 2018 User Information Augmented Semantic Frame Parsing Using Progressive Neural Networks Interspeech 2018 Using active learning to expand training data for implicit discourse relation recognition EMNLP 2018 Using a Deep Learning Dialogue Research Toolkit in a Multilingual Multidomain Practical Application IJCAI 2018 Using Author Embeddings to Improve Tweet Stance Classification EMNLP 2018 Using Deep Neural Networks for Identification of Slavic Languages from Acoustic Signal Interspeech 2018 Using Inherent Structures to design Lean 2-layer RBMs ICML 2018 Using Intermediate Representations to Solve Math Word Problems ACL 2018 Using Large Ensembles of Control Variates for Variational Inference NeurIPS 2018