Representation Learning

Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data ICML 2019 Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization NeurIPS 2019 Concept Extraction and Prerequisite Relation Learning from Educational Data AAAI 2019 Conceptual Change and Distributional Semantic Models: an Exploratory Study on Pitfalls and Possibilities ACL 2019 Concrete Autoencoders: Differentiable Feature Selection and Reconstruction ICML 2019 Conditional Independence Testing using Generative Adversarial Networks NeurIPS 2019 Conditional Neural Movement Primitives RSS 2019 Conditional Variational Auto-Encoder for Text-Driven Expressive AudioVisual Speech Synthesis Interspeech 2019 Confidence-based Graph Convolutional Networks for Semi-Supervised Learning AISTATS 2019 Connectionist Temporal Modeling of Video and Language: a Joint Model for Translation and Sign Labeling IJCAI 2019 Connectivity-Optimized Representation Learning via Persistent Homology ICML 2019 ConSSED at SemEval-2019 Task 3: Configurable Semantic and Sentiment Emotion Detector SemEval 2019 Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue ACL 2019 Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings ACL 2019 Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection ACL 2019 Content Modeling for Automated Oral Proficiency Scoring System ACL 2019 Context-Aware Conversation Thread Detection in Multi-Party Chat EMNLP 2019 Context-Aware Emotion Recognition Networks ICCV 2019 Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation ICCV 2019 Context-aware Interactive Attention for Multi-modal Sentiment and Emotion Analysis EMNLP 2019 Context Dependent Semantic Parsing over Temporally Structured Data NAACL 2019 ContextDesc: Local Descriptor Augmentation With Cross-Modality Context CVPR 2019 Contextualized Diachronic Word Representations ACL 2019 Continual Unsupervised Representation Learning NeurIPS 2019 Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation NeurIPS 2019