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Neural Networks

11,723 papers

Papers per year

25
148
1385
860
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'25

Papers

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
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
Decoupled Neural Interfaces using Synthetic Gradients ICML 2017
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs ICML 2017
Confident Multiple Choice Learning ICML 2017
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
The Statistical Recurrent Unit ICML 2017
On the Expressive Power of Deep Neural Networks ICML 2017