Representation Learning

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018 Unsupervised Adversarial Invariance NeurIPS 2018 Unsupervised Correlation Analysis CVPR 2018 Unsupervised Discovery of Object Landmarks as Structural Representations CVPR 2018 Unsupervised Disentangled Representation Learning with Analogical Relations IJCAI 2018 Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing NAACL 2018 Unsupervised Keyphrase Extraction with Multipartite Graphs NAACL 2018 Unsupervised Learning of Distributional Relation Vectors ACL 2018 Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration ICLR 2018 Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features NAACL 2018 Unsupervised Learning of Style-sensitive Word Vectors ACL 2018 Unsupervised Learning of Syntactic Structure with Invertible Neural Projections EMNLP 2018 Unsupervised Representation Learning by Predicting Image Rotations ICLR 2018 Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition Interspeech 2018 Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018 Unsupervised Vocal Tract Length Warped Posterior Features for Non-Parallel Voice Conversion Interspeech 2018 Unsupervised Word Influencer Networks from News Streams ACL 2018 Unsupervised Word Segmentation from Speech with Attention Interspeech 2018 Uplift Modeling from Separate Labels NeurIPS 2018 Using Author Embeddings to Improve Tweet Stance Classification EMNLP 2018 Using Inherent Structures to design Lean 2-layer RBMs ICML 2018 Using Intermediate Representations to Solve Math Word Problems ACL 2018 Using pseudo-senses for improving the extraction of synonyms from word embeddings ACL 2018 Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge CoNLL 2018 Using Voice Quality Supervectors for Affect Identification Interspeech 2018