Representation Learning

A Learned Representation for Scalable Vector Graphics ICCV 2019 Aligning Latent Spaces for 3D Hand Pose Estimation ICCV 2019 Aligning Learning Outcomes to Learning Resources: A Lexico-Semantic Spatial Approach IJCAI 2019 A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning NeurIPS 2019 ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA ICLR 2019 A Local Block Coordinate Descent Algorithm for the CSC Model CVPR 2019 A Machine Learning Suite for Machine Components’ Health-Monitoring AAAI 2019 A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks CVPR 2019 A maximum-mean-discrepancy goodness-of-fit test for censored data AISTATS 2019 Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring CoNLL 2019 Amodal Instance Segmentation With KINS Dataset CVPR 2019 A Model of Text-Enhanced Knowledge Graph Representation Learning with Collaborative Attention ACML 2019 A Model to Search for Synthesizable Molecules NeurIPS 2019 AMR Parsing as Sequence-to-Graph Transduction ACL 2019 A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations NAACL 2019 A Multi-Task Learning Framework for Extracting Bacteria Biotope Information EMNLP 2019 Analysing Rhetorical Structure as a Key Feature of Summary Coherence ACL 2019 Analysis of Deep Learning Architectures for Cross-Corpus Speech Emotion Recognition Interspeech 2019 Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs AAAI 2019 Analysis of Pronunciation Learning in End-to-End Speech Synthesis Interspeech 2019 Analytical Methods for Interpretable Ultradense Word Embeddings EMNLP 2019 Analyzing and Improving Representations with the Soft Nearest Neighbor Loss ICML 2019 Analyzing Intra-Speaker and Inter-Speaker Vocal Tract Impedance Characteristics in a Low-Dimensional Feature Space Using t-SNE Interspeech 2019 Analyzing the Limitations of Cross-lingual Word Embedding Mappings ACL 2019 An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents IJCAI 2019