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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)

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting NIPS 2015
Statistical Model Criticism using Kernel Two Sample Tests NIPS 2015
Weakly-supervised Disentangling with Recurrent Transformations for 3D View Synthesis NIPS 2015
Backpropagation for Energy-Efficient Neuromorphic Computing NIPS 2015
Training Restricted Boltzmann Machine via the Thouless-Anderson-Palmer free energy NIPS 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks NIPS 2015
Training Very Deep Networks NIPS 2015
Character-level Convolutional Networks for Text Classification NIPS 2015
Interactive Control of Diverse Complex Characters with Neural Networks NIPS 2015
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets NIPS 2015
Grammar as a Foreign Language NIPS 2015
Pointer Networks NIPS 2015
Generative Image Modeling Using Spatial LSTMs NIPS 2015
Spatial Transformer Networks NIPS 2015
Semi-supervised Learning with Ladder Networks NIPS 2015
Enforcing balance allows local supervised learning in spiking recurrent networks NIPS 2015
Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Prediction NIPS 2015
Visalogy: Answering Visual Analogy Questions NIPS 2015
Learning to Segment Object Candidates NIPS 2015
Winner-Take-All Autoencoders NIPS 2015
Spectral Representations for Convolutional Neural Networks NIPS 2015
A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks NIPS 2015
End-To-End Memory Networks NIPS 2015
Deep Temporal Sigmoid Belief Networks for Sequence Modeling NIPS 2015
Neural Adaptive Sequential Monte Carlo NIPS 2015