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Representation Learning

18863 directly classified papers

Papers per year

Papers

Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling COLING 2016
Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization CVPR 2016
Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Learn Neural Networks JMLR 2016
Data-driven learning of symbolic constraints for a log-linear model in a phonological setting COLING 2016
Compositional Neural Network Language Models for Agglutinative Languages INTERSPEECH 2016
Gating Recurrent Enhanced Memory Neural Networks on Language Identification INTERSPEECH 2016
Different Contexts Lead to Different Word Embeddings COLING 2016
Deep Survival Analysis MLHC 2016
Pair-Wise Distance Metric Learning of Neural Network Model for Spoken Language Identification INTERSPEECH 2016
Characterization of Audiovisual Dramatic Attitudes INTERSPEECH 2016
The Benefit of Multitask Representation Learning JMLR 2016
Multiplicity of the Acoustic Correlates of the Fortis-Lenis Contrast: Plosives in Aberystwyth English INTERSPEECH 2016
Noise Aware and Combined Noise Models for Speech Denoising in Unknown Noise Conditions INTERSPEECH 2016
Exploiting Hidden-Layer Responses of Deep Neural Networks for Language Recognition INTERSPEECH 2016
Recurrent Neural Network-Based Phoneme Sequence Estimation Using Multiple ASR Systems’ Outputs for Spoken Term Detection INTERSPEECH 2016
Sparse PCA via Covariance Thresholding JMLR 2016
Spectral Ranking using Seriation JMLR 2016
Practical Kernel-Based Reinforcement Learning JMLR 2016
Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches JMLR 2016
Megaman: Scalable Manifold Learning in Python JMLR 2016
New Perspectives on k-Support and Cluster Norms JMLR 2016
Regularized Policy Iteration with Nonparametric Function Spaces JMLR 2016
Augmentable Gamma Belief Networks JMLR 2016
Recurrent Neural Network Language Model with Incremental Updated Context Information Generated Using Bag-of-Words Representation INTERSPEECH 2016
Operator-valued Kernels for Learning from Functional Response Data JMLR 2016