Representation Learning

Weighted Spatial Covariance Matrix Estimation for MUSIC Based TDOA Estimation of Speech Source Interspeech 2017 What Does the Speaker Embedding Encode? Interspeech 2017 What Do Recurrent Neural Network Grammars Learn About Syntax? EACL 2017 When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases EACL 2017 Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space EMNLP 2017 Whitening-Free Least-Squares Non-Gaussian Component Analysis ACML 2017 Word Etymology as Native Language Interference EMNLP 2017 Word Re-Embedding via Manifold Dimensionality Retention EMNLP 2017 Word Vector Space Specialisation EACL 2017 World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions EMNLP 2017 Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017 Zipf’s and Benford’s laws in Twitter hashtags EACL 2017 3D Shape Attributes CVPR 2016 A 3D Morphable Model Learnt From 10,000 Faces CVPR 2016 Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales CVPR 2016 A Character-Aware Encoder for Neural Machine Translation COLING 2016 A Class-Specific Speech Enhancement for Phoneme Recognition: A Dictionary Learning Approach Interspeech 2016 A Convolutional Attention Network for Extreme Summarization of Source Code ICML 2016 Acoustic-to-Articulatory Inversion Mapping Based on Latent Trajectory Gaussian Mixture Model Interspeech 2016 Action Recognition in Video Using Sparse Coding and Relative Features CVPR 2016 Actions ~ Transformations CVPR 2016 Additive Approximations in High Dimensional Nonparametric Regression via the SALSA ICML 2016 A DNN-HMM Approach to Non-Negative Matrix Factorization Based Speech Enhancement Interspeech 2016 A Feature Normalisation Technique for PLLR Based Language Identification Systems Interspeech 2016 A Field Model for Repairing 3D Shapes CVPR 2016