Representation Learning

Learning Semantic Textual Similarity from Conversations ACL 2018 Learning Spatial-Aware Regressions for Visual Tracking CVPR 2018 Learning Thematic Similarity Metric from Article Sections Using Triplet Networks ACL 2018 Learning to Detect Features in Texture Images CVPR 2018 Learning to Estimate 3D Human Pose and Shape From a Single Color Image CVPR 2018 Learning to Reason with Third Order Tensor Products NeurIPS 2018 Learning to Segment Inputs for NMT Favors Character-Level Processing EMNLP 2018 Learning To Split and Rephrase From Wikipedia Edit History EMNLP 2018 Learning towards Minimum Hyperspherical Energy NeurIPS 2018 LIME: Live Intrinsic Material Estimation CVPR 2018 Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018 Low-rank passthrough neural networks ACL 2018 LRMM: Learning to Recommend with Missing Modalities EMNLP 2018 LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics NAACL 2018 LSTMs Exploit Linguistic Attributes of Data ACL 2018 Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package EMNLP 2018 Making Convolutional Networks Recurrent for Visual Sequence Learning CVPR 2018 Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks NeurIPS 2018 Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers CVPR 2018 Measuring Issue Ownership using Word Embeddings EMNLP 2018 Memory Time Span in LSTMs for Multi-Speaker Source Separation Interspeech 2018 MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare NeurIPS 2018 Min-Entropy Latent Model for Weakly Supervised Object Detection CVPR 2018 Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space CVPR 2018 Mixed Feelings: Natural Text Generation with Variable, Coexistent Affective Categories ACL 2018