Representation Learning

Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition CVPR 2018 Disentangling Structure and Aesthetics for Style-Aware Image Completion CVPR 2018 Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018 Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis COLING 2018 Distilled Wasserstein Learning for Word Embedding and Topic Modeling NeurIPS 2018 Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection NAACL 2018 DiverseNet: When One Right Answer Is Not Enough CVPR 2018 Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention ACL 2018 Document Representation Learning for Patient History Visualization COLING 2018 Document Similarity for Texts of Varying Lengths via Hidden Topics ACL 2018 Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items EMNLP 2018 Domain-Invariant Projection Learning for Zero-Shot Recognition NeurIPS 2018 Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking IJCAI 2018 Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018 DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference NAACL 2018 Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders IJCAI 2018 DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction ACL 2018 Dual Conditional GANs for Face Aging and Rejuvenation IJCAI 2018 Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018 Dual Swap Disentangling NeurIPS 2018 DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors NeurIPS 2018 Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams CVPR 2018 Dynamic Hypergraph Structure Learning IJCAI 2018 Dynamic Multi-Level Multi-Task Learning for Sentence Simplification COLING 2018 Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding IJCAI 2018