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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)

Charmanteau: Character Embedding Models For Portmanteau Creation EMNLP 2017
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies EMNLP 2017
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks EMNLP 2017
Memory Augmented Neural Networks for Natural Language Processing EMNLP 2017
Learning Continuous Semantic Representations of Symbolic Expressions ICML 2017
Input Convex Neural Networks ICML 2017
Deep Voice: Real-time Neural Text-to-Speech ICML 2017
The Shattered Gradients Problem: If resnets are the answer, then what is the question? ICML 2017
Unsupervised Learning by Predicting Noise ICML 2017
Parseval Networks: Improving Robustness to Adversarial Examples ICML 2017
AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML 2017
Language Modeling with Gated Convolutional Networks ICML 2017
Image-to-Markup Generation with Coarse-to-Fine Attention ICML 2017
Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders ICML 2017
Input Switched Affine Networks: An RNN Architecture Designed for Interpretability ICML 2017
Convolutional Sequence to Sequence Learning ICML 2017
Neural Message Passing for Quantum Chemistry ICML 2017
Deep IV: A Flexible Approach for Counterfactual Prediction ICML 2017
Warped Convolutions: Efficient Invariance to Spatial Transformations ICML 2017
State-Frequency Memory Recurrent Neural Networks ICML 2017
Toward Controlled Generation of Text ICML 2017
Decoupled Neural Interfaces using Synthetic Gradients ICML 2017
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs ICML 2017
Graph-based Isometry Invariant Representation Learning ICML 2017
Confident Multiple Choice Learning ICML 2017