Representation Learning

Deep Signature Transforms NeurIPS 2019 Deep Single-View 3D Object Reconstruction with Visual Hull Embedding AAAI 2019 Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing CVPR 2019 Deep Supervised Cross-Modal Retrieval CVPR 2019 Deep Topic Models for Multi-label Learning AISTATS 2019 Depth Coefficients for Depth Completion CVPR 2019 Derivational Morphological Relations in Word Embeddings ACL 2019 Designing and Interpreting Probes with Control Tasks EMNLP 2019 Destruction and Construction Learning for Fine-Grained Image Recognition CVPR 2019 Detecting Incongruity between News Headline and Body Text via a Deep Hierarchical Encoder AAAI 2019 Detecting Syntactic Change Using a Neural Part-of-Speech Tagger ACL 2019 Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings ACL 2019 Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo ACL 2019 Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View ACL 2019 DiaHClust: an Iterative Hierarchical Clustering Approach for Identifying Stages in Language Change ACL 2019 Dialog Intent Induction with Deep Multi-View Clustering EMNLP 2019 Dictionary-Guided Editing Networks for Paraphrase Generation AAAI 2019 DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction NeurIPS 2019 DisSent: Learning Sentence Representations from Explicit Discourse Relations ACL 2019 Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding AAAI 2019 Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL 2019 Distraction-Aware Shadow Detection CVPR 2019 Distributional Semantics Meets Multi-Label Learning AAAI 2019 Divide and Conquer the Embedding Space for Metric Learning CVPR 2019 DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition CVPR 2019