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Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
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Papers (including subtopics)

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks NIPS 2015
Path-SGD: Path-Normalized Optimization in Deep Neural Networks NIPS 2015
Orthogonal NMF through Subspace Exploration NIPS 2015
Learning to Linearize Under Uncertainty NIPS 2015
Variance Reduced Stochastic Gradient Descent with Neighbors NIPS 2015
Skip-Thought Vectors NIPS 2015
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation NIPS 2015
Preconditioned Spectral Descent for Deep Learning NIPS 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints NIPS 2015
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question NIPS 2015
Fast Second Order Stochastic Backpropagation for Variational Inference NIPS 2015
Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions NIPS 2015
A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes ACML 2015
Integration of Single-view Graphs with Diffusion of Tensor Product Graphs for Multi-view Spectral Clustering ACML 2015
Autoencoder Trees ACML 2015
Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models ACML 2015
Accurate and conservative estimates of MRF log-likelihood using reverse annealing AISTATS 2015
Stochastic Spectral Descent for Restricted Boltzmann Machines AISTATS 2015
Learning Deep Sigmoid Belief Networks with Data Augmentation AISTATS 2015
Scalable Variational Gaussian Process Classification AISTATS 2015
Stochastic Structured Variational Inference AISTATS 2015
Reliable and Scalable Variational Inference for the Hierarchical Dirichlet Process AISTATS 2015
Sparse Submodular Probabilistic PCA AISTATS 2015
On Theoretical Properties of Sum-Product Networks AISTATS 2015
Deep Exponential Families AISTATS 2015