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Representation Learning

18863 directly classified papers

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Papers

Dimensionality Reduction of Massive Sparse Datasets Using Coresets NIPS 2016
Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling INTERSPEECH 2016
Nearly Isometric Embedding by Relaxation NIPS 2016
Feature Learning with Raw-Waveform CLDNNs for Voice Activity Detection INTERSPEECH 2016
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA NIPS 2016
High Dimensional Structured Superposition Models NIPS 2016
Select-and-Sample for Spike-and-Slab Sparse Coding NIPS 2016
An Iterative Phase Recovery Framework with Phase Mask for Spectral Mapping with an Application to Speech Enhancement INTERSPEECH 2016
Dense Associative Memory for Pattern Recognition NIPS 2016
Correlated-PCA: Principal Components' Analysis when Data and Noise are Correlated NIPS 2016
DeepMath - Deep Sequence Models for Premise Selection NIPS 2016
Lifelong Learning with Weighted Majority Votes NIPS 2016
Can Active Memory Replace Attention? NIPS 2016
End-to-End Kernel Learning with Supervised Convolutional Kernel Networks NIPS 2016
Expanding wordnets to new languages with multilingual sense disambiguation COLING 2016
Sentence Similarity Learning by Lexical Decomposition and Composition COLING 2016
Predicting human similarity judgments with distributional models: The value of word associations. COLING 2016
Distributional Hypernym Generation by Jointly Learning Clusters and Projections COLING 2016
Representation and Learning of Temporal Relations COLING 2016
What Sparse Light Field Coding Reveals About Scene Structure CVPR 2016
Hierarchical Permutation Complexity for Word Order Evaluation COLING 2016
DNN Online with iVectors Acoustic Modeling and Doc2Vec Distributed Representations for Improving Automated Speech Scoring INTERSPEECH 2016
Interactive Attention for Neural Machine Translation COLING 2016
Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation COLING 2016
A Character-Aware Encoder for Neural Machine Translation COLING 2016