conftrace_
← Deep Learning
Deep Learning ›

Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
'10
'15
'20
'25

Papers (including subtopics)

ImageNet Classification with Deep Convolutional Neural Networks NIPS 2012
Multiplicative Forests for Continuous-Time Processes NIPS 2012
Learning to Align from Scratch NIPS 2012
Random function priors for exchangeable arrays with applications to graphs and relational data NIPS 2012
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NIPS 2012
Learning the Architecture of Sum-Product Networks Using Clustering on Variables NIPS 2012
Deep Boltzmann Machines as Feed-Forward Hierarchies AISTATS 2012
Deep Learning Made Easier by Linear Transformations in Perceptrons 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
Online Incremental Feature Learning with Denoising Autoencoders AISTATS 2012
Open Problem: Learning Dynamic Network Models from a Static Snapshot COLT 2012
Nonparametric Guidance of Autoencoder Representations using Label Information JMLR 2012
The Kernel Beta Process NIPS 2011
Variational Learning for Recurrent Spiking Networks NIPS 2011
Sparse Filtering NIPS 2011
Why The Brain Separates Face Recognition From Object Recognition NIPS 2011
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning NIPS 2011
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NIPS 2011
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection NIPS 2011
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NIPS 2011
Extracting Speaker-Specific Information with a Regularized Siamese Deep Network NIPS 2011
Selecting Receptive Fields in Deep Networks NIPS 2011