Representation Learning

Combining Deep Learning and Qualitative Spatial Reasoning to Learn Complex Structures from Sparse Examples with Noise AAAI 2019 CommNets: Communicating Neural Network Architectures for Resource Constrained Systems AAAI 2019 Comparing Sample-Wise Learnability across Deep Neural Network Models AAAI 2019 Compositional generalization through meta sequence-to-sequence learning NeurIPS 2019 Concept Pointer Network for Abstractive Summarization EMNLP 2019 Conditional Neural Movement Primitives RSS 2019 Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection ACL 2019 Content Customization for Micro Learning using Human Augmented AI Techniques ACL 2019 Context-Aware Conversation Thread Detection in Multi-Party Chat EMNLP 2019 Context-Aware Crowd Counting CVPR 2019 Context-aware Embedding for Targeted Aspect-based Sentiment Analysis ACL 2019 Context-Aware Self-Attention Networks AAAI 2019 ContextDesc: Local Descriptor Augmentation With Cross-Modality Context CVPR 2019 Context is Key: Grammatical Error Detection with Contextual Word Representations ACL 2019 Contextualized context2vec EMNLP 2019 Contextualized Word Representations from Distant Supervision with and for NER EMNLP 2019 Continual Unsupervised Representation Learning NeurIPS 2019 Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders NeurIPS 2019 Contrastive Attention Mechanism for Abstractive Sentence Summarization EMNLP 2019 Controlling Grammatical Error Correction Using Word Edit Rate ACL 2019 Convolutional Mesh Regression for Single-Image Human Shape Reconstruction CVPR 2019 Co-Occurrent Features in Semantic Segmentation CVPR 2019 Counterfactual Story Reasoning and Generation EMNLP 2019 CPM-Nets: Cross Partial Multi-View Networks NeurIPS 2019 Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator AAAI 2019