Representation Learning

Learning Distributions of Shape Trajectories From Longitudinal Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms CVPR 2018 Learning Domain-Sensitive and Sentiment-Aware Word Embeddings ACL 2018 Learning Dynamics of Linear Denoising Autoencoders ICML 2018 Learning Emotion-enriched Word Representations COLING 2018 Learning Equations for Extrapolation and Control ICML 2018 Learning Face Age Progression: A Pyramid Architecture of GANs CVPR 2018 Learning Features from Co-occurrences: A Theoretical Analysis COLING 2018 Learning filter widths of spectral decompositions with wavelets NeurIPS 2018 Learning from Comparisons and Choices JMLR 2018 Learning from Group Comparisons: Exploiting Higher Order Interactions NeurIPS 2018 Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning ICLR 2018 Learning Generative ConvNets via Multi-Grid Modeling and Sampling CVPR 2018 Learning Generative Models with Sinkhorn Divergences AISTATS 2018 Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling ICML 2018 Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences ACL 2018 Learning in Reproducing Kernel Kreı̆n Spaces ICML 2018 Learning Intrinsic Image Decomposition From Watching the World CVPR 2018 Learning Invariances using the Marginal Likelihood NeurIPS 2018 Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML 2018 Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization ICLR 2018 Learning Low-Dimensional Temporal Representations ICML 2018 Learning Multi-Instance Enriched Image Representations via Non-Greedy Ratio Maximization of the l1-Norm Distances CVPR 2018 Learning multiview embeddings for assessing dementia EMNLP 2018 Learning Neural Templates for Text Generation EMNLP 2018 Learning Personas from Dialogue with Attentive Memory Networks EMNLP 2018