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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)

Stochastic Training of Graph Convolutional Networks with Variance Reduction ICML 2018
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018
Inference Suboptimality in Variational Autoencoders ICML 2018
Noisin: Unbiased Regularization for Recurrent Neural Networks ICML 2018
Essentially No Barriers in Neural Network Energy Landscape ICML 2018
On the Power of Over-parametrization in Neural Networks with Quadratic Activation ICML 2018
Non-linear motor control by local learning in spiking neural networks ICML 2018
Learning One Convolutional Layer with Overlapping Patches ICML 2018
Deep Models of Interactions Across Sets ICML 2018
Learning Memory Access Patterns ICML 2018
Orthogonal Recurrent Neural Networks with Scaled Cayley Transform ICML 2018
Anonymous Walk Embeddings ICML 2018
WSNet: Compact and Efficient Networks Through Weight Sampling ICML 2018
Kronecker Recurrent Units ICML 2018
Focused Hierarchical RNNs for Conditional Sequence Processing ICML 2018
ContextNet: Deep learning for Star Galaxy Classification ICML 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) ICML 2018
Semi-Amortized Variational Autoencoders ICML 2018
Neural Relational Inference for Interacting Systems ICML 2018
On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups ICML 2018
Dynamic Evaluation of Neural Sequence Models ICML 2018
Trainable Calibration Measures for Neural Networks from Kernel Mean Embeddings ICML 2018
Understanding the Loss Surface of Neural Networks for Binary Classification ICML 2018
The Multilinear Structure of ReLU Networks ICML 2018
Gated Path Planning Networks ICML 2018