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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)

Deriving Neural Architectures from Sequence and Graph Kernels ICML 2017
Learning Infinite Layer Networks Without the Kernel Trick ICML 2017
Deciding How to Decide: Dynamic Routing in Artificial Neural Networks ICML 2017
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections ICML 2017
The Loss Surface of Deep and Wide Neural Networks ICML 2017
Multichannel End-to-end Speech Recognition ICML 2017
The Statistical Recurrent Unit ICML 2017
On the Expressive Power of Deep Neural Networks ICML 2017
Equivariance Through Parameter-Sharing ICML 2017
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study ICML 2017
Depth-Width Tradeoffs in Approximating Natural Functions with Neural Networks ICML 2017
Attentive Recurrent Comparators ICML 2017
The Predictron: End-To-End Learning and Planning ICML 2017
Neural Networks and Rational Functions ICML 2017
Accelerating Eulerian Fluid Simulation With Convolutional Networks ICML 2017
Learning to Generate Long-term Future via Hierarchical Prediction ICML 2017
On orthogonality and learning recurrent networks with long term dependencies ICML 2017
Sequence Modeling via Segmentations ICML 2017
Learned Optimizers that Scale and Generalize ICML 2017
Tensor-Train Recurrent Neural Networks for Video Classification ICML 2017
Latent LSTM Allocation: Joint Clustering and Non-Linear Dynamic Modeling of Sequence Data ICML 2017
Convexified Convolutional Neural Networks ICML 2017
Recurrent Highway Networks ICML 2017
Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming IJCAI 2017
Aggregating Crowd Wisdoms with Label-aware Autoencoders IJCAI 2017