Representation Learning

Unsupervised Bottleneck Features for Low-Resource Query-by-Example Spoken Term Detection Interspeech 2016 Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA NeurIPS 2016 Unsupervised Learning of Discriminative Attributes and Visual Representations CVPR 2016 Uprooting and Rerooting Graphical Models ICML 2016 Variable Elimination in the Fourier Domain ICML 2016 Variational Information Maximization for Feature Selection NeurIPS 2016 Variation in Spoken North Sami Language Interspeech 2016 Vehicle Detection from 3D Lidar Using Fully Convolutional Network RSS 2016 Visually Indicated Sounds CVPR 2016 Visual Tracking Using Attention-Modulated Disintegration and Integration CVPR 2016 What Makes Objects Similar: A Unified Multi-Metric Learning Approach NeurIPS 2016 What Sparse Light Field Coding Reveals About Scene Structure CVPR 2016 When can we rank well from comparisons of O(n\log(n)) non-actively chosen pairs? COLT 2016 When VLAD Met Hilbert CVPR 2016 Why do ASR Systems Despite Neural Nets Still Depend on Robust Features Interspeech 2016 Why Regularized Auto-Encoders learn Sparse Representation? ICML 2016 Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources? COLING 2016 Word Embeddings, Analogies, and Machine Learning: Beyond king - man + woman = queen COLING 2016 Word Midas Powered by StringNet: Discovering Lexicogrammatical Constructions in Situ COLING 2016 Word-Phrase-Entity Recurrent Neural Networks for Language Modeling Interspeech 2016 3D-Assisted Feature Synthesis for Novel Views of an Object ICCV 2015 3D Deep Shape Descriptor CVPR 2015 3D ShapeNets: A Deep Representation for Volumetric Shapes CVPR 2015 Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams ICML 2015 A Collaborative Filtering Approach to Real-Time Hand Pose Estimation ICCV 2015