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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
'05
'10
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'25

Papers (including subtopics)

On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models AISTATS 2012
Hierarchical Latent Dictionaries for Models of Brain Activation AISTATS 2012
A Stick-Breaking Likelihood for Categorical Data Analysis with Latent Gaussian Models AISTATS 2012
Multiple Texture Boltzmann Machines AISTATS 2012
Deep Boltzmann Machines as Feed-Forward Hierarchies AISTATS 2012
Part & Clamp: Efficient Structured Output Learning AISTATS 2012
Deep Learning Made Easier by Linear Transformations in Perceptrons AISTATS 2012
A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification AISTATS 2012
On Nonparametric Guidance for Learning Autoencoder Representations AISTATS 2012
Multiresolution Deep Belief Networks AISTATS 2012
Krylov Subspace Descent for Deep Learning AISTATS 2012
A Hybrid Neural Network-Latent Topic Model AISTATS 2012
Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach AISTATS 2012
Online Incremental Feature Learning with Denoising Autoencoders AISTATS 2012
Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem COLT 2012
Open Problem: Learning Dynamic Network Models from a Static Snapshot COLT 2012
Learning Algorithms for the Classification Restricted Boltzmann Machine JMLR 2012
Nonparametric Guidance of Autoencoder Representations using Label Information JMLR 2012
Tendon-Driven Variable Impedance Control Using Reinforcement Learning RSS 2012
The Kernel Beta Process NIPS 2011
Variational Learning for Recurrent Spiking Networks NIPS 2011
Generalized Lasso based Approximation of Sparse Coding for Visual Recognition NIPS 2011
Maximum Margin Multi-Instance Learning NIPS 2011
PiCoDes: Learning a Compact Code for Novel-Category Recognition NIPS 2011
Sparse Filtering NIPS 2011