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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
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'25

Papers (including subtopics)

Compete to Compute NIPS 2013
Top-Down Regularization of Deep Belief Networks NIPS 2013
Variance Reduction for Stochastic Gradient Optimization NIPS 2013
Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream NIPS 2013
Distributed Representations of Words and Phrases and their Compositionality NIPS 2013
Discriminative Transfer Learning with Tree-based Priors NIPS 2013
Scalable kernels for graphs with continuous attributes NIPS 2013
Convex Two-Layer Modeling NIPS 2013
Accelerating Stochastic Gradient Descent using Predictive Variance Reduction NIPS 2013
Learning invariant representations and applications to face verification NIPS 2013
Reasoning With Neural Tensor Networks for Knowledge Base Completion NIPS 2013
Deep content-based music recommendation NIPS 2013
Non-Linear Domain Adaptation with Boosting NIPS 2013
A New Convex Relaxation for Tensor Completion NIPS 2013
Relevance Topic Model for Unstructured Social Group Activity Recognition NIPS 2013
Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems NIPS 2013
Memoized Online Variational Inference for Dirichlet Process Mixture Models NIPS 2013
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements NIPS 2013
Learning Stochastic Feedforward Neural Networks NIPS 2013
Learning word embeddings efficiently with noise-contrastive estimation NIPS 2013
Learning a Deep Compact Image Representation for Visual Tracking NIPS 2013
Adaptive Multi-Column Deep Neural Networks with Application to Robust Image Denoising NIPS 2013
Probabilistic Principal Geodesic Analysis NIPS 2013
Firing rate predictions in optimal balanced networks NIPS 2013
Noise-Enhanced Associative Memories NIPS 2013