Representation Learning

Learning Shape Abstractions by Assembling Volumetric Primitives CVPR 2017 Learning Structured Natural Language Representations for Semantic Parsing ACL 2017 Learning the Multilinear Structure of Visual Data CVPR 2017 Learning to Detect Salient Objects With Image-Level Supervision CVPR 2017 Learning to Predict Stereo Reliability Enforcing Local Consistency of Confidence Maps CVPR 2017 Learning Translations via Matrix Completion EMNLP 2017 Light Field Reconstruction Using Deep Convolutional Network on EPI CVPR 2017 Methodical Evaluation of Arabic Word Embeddings ACL 2017 MuCaLe-Net: Multi Categorical-Level Networks to Generate More Discriminating Features CVPR 2017 Multilingual Training of Crosslingual Word Embeddings EACL 2017 Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR 2017 Neural Architectures for Fine-grained Entity Type Classification EACL 2017 Neural Expectation Maximization NeurIPS 2017 Neural Lattice-to-Sequence Models for Uncertain Inputs EMNLP 2017 Neural Machine Translation with Word Predictions EMNLP 2017 Neural Semantic Parsing with Type Constraints for Semi-Structured Tables EMNLP 2017 Neuramanteau: A Neural Network Ensemble Model for Lexical Blends IJCNLP 2017 Non-Local Color Image Denoising With Convolutional Neural Networks CVPR 2017 Non-Local Deep Features for Salient Object Detection CVPR 2017 Plan, Attend, Generate: Planning for Sequence-to-Sequence Models NeurIPS 2017 Poincaré Embeddings for Learning Hierarchical Representations NeurIPS 2017 Point to Set Similarity Based Deep Feature Learning for Person Re-Identification CVPR 2017 Predicting Behaviors of Basketball Players From First Person Videos CVPR 2017 PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs NeurIPS 2017 Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization ACL 2017