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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
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Papers (including subtopics)

Learning Program Embeddings to Propagate Feedback on Student Code ICML 2015
Double Nyström Method: An Efficient and Accurate Nyström Scheme for Large-Scale Data Sets ICML 2015
DRAW: A Recurrent Neural Network For Image Generation ICML 2015
Generative Moment Matching Networks ICML 2015
Training Deep Convolutional Neural Networks to Play Go ICML 2015
Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) ICML 2015
Gated Feedback Recurrent Neural Networks ICML 2015
Compressing Neural Networks with the Hashing Trick ICML 2015
An Empirical Exploration of Recurrent Network Architectures ICML 2015
Introducing CURRENNT: The Munich Open-Source CUDA RecurREnt Neural Network Toolkit JMLR 2015
Photonic Delay Systems as Machine Learning Implementations JMLR 2015
Discrete Reproducing Kernel Hilbert Spaces: Sampling and Distribution of Dirac-masses JMLR 2015
Spatio-temporal Representations of Uncertainty in Spiking Neural Networks NIPS 2014
Learning convolution filters for inverse covariance estimation of neural network connectivity NIPS 2014
Learning Deep Features for Scene Recognition using Places Database NIPS 2014
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation NIPS 2014
Deep Networks with Internal Selective Attention through Feedback Connections NIPS 2014
Feedforward Learning of Mixture Models NIPS 2014
Convex Deep Learning via Normalized Kernels NIPS 2014
An Autoencoder Approach to Learning Bilingual Word Representations NIPS 2014
Deep Learning Face Representation by Joint Identification-Verification NIPS 2014
Low-Rank Time-Frequency Synthesis NIPS 2014
Unsupervised Deep Haar Scattering on Graphs NIPS 2014
Deep Convolutional Neural Network for Image Deconvolution NIPS 2014
Multi-View Perceptron: a Deep Model for Learning Face Identity and View Representations NIPS 2014