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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 Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling NIPS 2015
Texture Synthesis Using Convolutional Neural Networks NIPS 2015
Hessian-free Optimization for Learning Deep Multidimensional Recurrent Neural Networks NIPS 2015
Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks NIPS 2015
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NIPS 2015
Teaching Machines to Read and Comprehend NIPS 2015
Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring NIPS 2015
A Recurrent Latent Variable Model for Sequential Data NIPS 2015
Learning to Transduce with Unbounded Memory NIPS 2015
Deep Knowledge Tracing NIPS 2015
Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution NIPS 2015
Bidirectional Recurrent Neural Networks as Generative Models NIPS 2015
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation NIPS 2015
Deeply Learning the Messages in Message Passing Inference NIPS 2015
Shepard Convolutional Neural Networks NIPS 2015
Learning Wake-Sleep Recurrent Attention Models NIPS 2015
Rectified Factor Networks NIPS 2015
Deep Visual Analogy-Making NIPS 2015
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks NIPS 2015
Skip-Thought Vectors NIPS 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints NIPS 2015
A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes ACML 2015
Integration of Single-view Graphs with Diffusion of Tensor Product Graphs for Multi-view Spectral Clustering ACML 2015
Autoencoder Trees ACML 2015
A la Carte – Learning Fast Kernels AISTATS 2015