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← Deep Learning
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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 to Decompose and Disentangle Representations for Video Prediction NIPS 2018
Learning Conditioned Graph Structures for Interpretable Visual Question Answering NIPS 2018
Synaptic Strength For Convolutional Neural Network NIPS 2018
Beyond Grids: Learning Graph Representations for Visual Recognition NIPS 2018
Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation NIPS 2018
Reversible Recurrent Neural Networks NIPS 2018
Joint Autoregressive and Hierarchical Priors for Learned Image Compression NIPS 2018
Link Prediction Based on Graph Neural Networks NIPS 2018
Generative Probabilistic Novelty Detection with Adversarial Autoencoders NIPS 2018
Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data NIPS 2018
Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution NIPS 2018
An intriguing failing of convolutional neural networks and the CoordConv solution NIPS 2018
Neural Proximal Gradient Descent for Compressive Imaging NIPS 2018
Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks NIPS 2018
Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NIPS 2018
Complex Gated Recurrent Neural Networks NIPS 2018
Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks NIPS 2018
Learning to Infer Graphics Programs from Hand-Drawn Images NIPS 2018
Neural Ordinary Differential Equations NIPS 2018
Task-Driven Convolutional Recurrent Models of the Visual System NIPS 2018
Image Inpainting via Generative Multi-column Convolutional Neural Networks NIPS 2018
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NIPS 2018
BRITS: Bidirectional Recurrent Imputation for Time Series NIPS 2018
VideoCapsuleNet: A Simplified Network for Action Detection NIPS 2018
Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability NIPS 2018