Representation Learning

Metric Learning as Convex Combinations of Local Models With Generalization Guarantees CVPR 2016 Minimax Adaptive Estimation of Nonparametric Hidden Markov Models JMLR 2016 Minimax Optimal Alternating Minimization for Kernel Nonparametric Tensor Learning NeurIPS 2016 Mining Discriminative Triplets of Patches for Fine-Grained Classification CVPR 2016 ML Parameter Generation with a Reformulated MGE Training Criterion — Participation in the Voice Conversion Challenge 2016 Interspeech 2016 Modeling Context-sensitive Selectional Preference with Distributed Representations COLING 2016 Modeling Time-Frequency Patterns with LSTM vs. Convolutional Architectures for LVCSR Tasks Interspeech 2016 Modelling Symbolic Music: Beyond the Piano Roll ACML 2016 Multi-Cue Zero-Shot Learning With Strong Supervision CVPR 2016 Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM Interspeech 2016 Multi-modal Auto-Encoders as Joint Estimators for Robotics Scene Understanding RSS 2016 Multiple Output Regression with Latent Noise JMLR 2016 Multiplicity of the Acoustic Correlates of the Fortis-Lenis Contrast: Plosives in Aberystwyth English Interspeech 2016 Multiscale Adaptive Representation of Signals: I. The Basic Framework JMLR 2016 Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness JMLR 2016 Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016 Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization CVPR 2016 Multi-task Prediction of Disease Onsets from Longitudinal Laboratory Tests MLHC 2016 Multitask Principal Component Analysis ACML 2016 Multi-view Anomaly Detection via Robust Probabilistic Latent Variable Models NeurIPS 2016 Multi-View Deep Network for Cross-View Classification CVPR 2016 Native Language Identification Using Spectral and Source-Based Features Interspeech 2016 Nearly Isometric Embedding by Relaxation NeurIPS 2016 Near Optimal Behavior via Approximate State Abstraction ICML 2016 Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection Interspeech 2016