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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
'15
'20
'25

Papers (including subtopics)

Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning NIPS 2008
Differentiable Sparse Coding NIPS 2008
Sparse Convolved Gaussian Processes for Multi-output Regression NIPS 2008
A ``Shape Aware'' Model for semi-supervised Learning of Objects and its Context NIPS 2008
A Scalable Hierarchical Distributed Language Model NIPS 2008
Deep Learning with Kernel Regularization for Visual Recognition NIPS 2008
Learning Transformational Invariants from Natural Movies NIPS 2008
QUIC-SVD: Fast SVD Using Cosine Trees NIPS 2008
A Massively Parallel Digital Learning Processor NIPS 2008
Generative versus discriminative training of RBMs for classification of fMRI images NIPS 2008
On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor NIPS 2008
Gates NIPS 2008
PSDBoost: Matrix-Generation Linear Programming for Positive Semidefinite Matrices Learning NIPS 2008
Diffeomorphic Dimensionality Reduction NIPS 2008
Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks NIPS 2008
The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction NIPS 2008
Cell Assemblies in Large Sparse Inhibitory Networks of Biologically Realistic Spiking Neurons NIPS 2008
DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification NIPS 2008
The Recurrent Temporal Restricted Boltzmann Machine NIPS 2008
Short-Term Depression in VLSI Stochastic Synapse NIPS 2008
Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1 NIPS 2008
Tracking Changing Stimuli in Continuous Attractor Neural Networks NIPS 2008
Regularized Policy Iteration NIPS 2008
Dimensionality Reduction for Data in Multiple Feature Representations NIPS 2008
On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing NIPS 2008