Representation Learning

Unsupervised Part Learning for Visual Recognition CVPR 2017 Unsupervised Representation Learning Using Convolutional Restricted Boltzmann Machine for Spoof Speech Detection Interspeech 2017 Unsupervised Sequence Classification using Sequential Output Statistics NeurIPS 2017 Unsupervised Transformation Learning via Convex Relaxations NeurIPS 2017 Using Conceptors to Manage Neural Long-Term Memories for Temporal Patterns JMLR 2017 Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications ACML 2017 Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm EMNLP 2017 Using Ranking-CNN for Age Estimation CVPR 2017 VAIN: Attentional Multi-agent Predictive Modeling NeurIPS 2017 Value Iteration Networks IJCAI 2017 Vancouver Welcomes You! Minimalist Location Metonymy Resolution ACL 2017 Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold CVPR 2017 Variational Inference for Gaussian Process Models with Linear Complexity NeurIPS 2017 Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NeurIPS 2017 Verb Physics: Relative Physical Knowledge of Actions and Objects ACL 2017 Video Desnowing and Deraining Based on Matrix Decomposition CVPR 2017 Video Pixel Networks ICML 2017 Video Question Answering via Hierarchical Spatio-Temporal Attention Networks IJCAI 2017 Visual Denotations for Recognizing Textual Entailment EMNLP 2017 Visual Reference Resolution using Attention Memory for Visual Dialog NeurIPS 2017 Visual Translation Embedding Network for Visual Relation Detection CVPR 2017 WALKING WALKing walking: Action Recognition from Action Echoes IJCAI 2017 Warped Convolutions: Efficient Invariance to Spatial Transformations ICML 2017 Wasserstein Generative Adversarial Networks ICML 2017 Wasserstein Learning of Deep Generative Point Process Models NeurIPS 2017