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Representation Learning

20,822 papers

Papers per year

2
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101
309
2011
2283
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Papers

Recurrent Orthogonal Networks and Long-Memory Tasks ICML 2016
Fast DPP Sampling for Nystrom with Application to Kernel Methods ICML 2016
A Convolutional Attention Network for Extreme Summarization of Source Code ICML 2016
Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization ICML 2016
Beyond Parity Constraints: Fourier Analysis of Hash Functions for Inference ICML 2016
Robust Principal Component Analysis with Side Information ICML 2016
Deconstructing the Ladder Network Architecture ICML 2016
Estimating Cosmological Parameters from the Dark Matter Distribution ICML 2016
Greedy Column Subset Selection: New Bounds and Distributed Algorithms ICML 2016
A Theory of Generative ConvNet ICML 2016
Discriminative Embeddings of Latent Variable Models for Structured Data ICML 2016
Provable Algorithms for Inference in Topic Models ICML 2016
Near Optimal Behavior via Approximate State Abstraction ICML 2016
PHOG: Probabilistic Model for Code ICML 2016
Automatic Construction of Nonparametric Relational Regression Models for Multiple Time Series ICML 2016
Inference Networks for Sequential Monte Carlo in Graphical Models ICML 2016
The Sound of Disgust: How Facial Expression May Influence Speech Production INTERSPEECH 2016
Sound Pattern Matching for Automatic Prosodic Event Detection INTERSPEECH 2016
Parallel Dictionary Learning for Voice Conversion Using Discriminative Graph-Embedded Non-Negative Matrix Factorization INTERSPEECH 2016
Joint Speaker and Lexical Modeling for Short-Term Characterization of Speaker INTERSPEECH 2016
Tandem Features for Text-Dependent Speaker Verification on the RedDots Corpus INTERSPEECH 2016
DBN-ivector Framework for Acoustic Emotion Recognition INTERSPEECH 2016
At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech INTERSPEECH 2016
A Sparse Spherical Harmonic-Based Model in Subbands for Head-Related Transfer Functions INTERSPEECH 2016
Jointly Optimizing Activation Coefficients of Convolutive NMF Using DNN for Speech Separation INTERSPEECH 2016