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Neural Networks

11,723 papers

Papers per year

25
148
1385
860
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'15
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'25

Papers

An Empirical Study on The Properties of Random Bases for Kernel Methods NIPS 2017
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network NIPS 2017
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks NIPS 2017
Collaborative Deep Learning in Fixed Topology Networks NIPS 2017
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NIPS 2017
End-to-end Differentiable Proving NIPS 2017
Structured Embedding Models for Grouped Data NIPS 2017
Learning Affinity via Spatial Propagation Networks NIPS 2017
Gated Recurrent Convolution Neural Network for OCR NIPS 2017
Do Deep Neural Networks Suffer from Crowding? NIPS 2017
A graph-theoretic approach to multitasking NIPS 2017
On-the-fly Operation Batching in Dynamic Computation Graphs NIPS 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space NIPS 2017
Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice NIPS 2017
Fast-Slow Recurrent Neural Networks NIPS 2017
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs NIPS 2017
A simple neural network module for relational reasoning NIPS 2017
Incorporating Side Information by Adaptive Convolution NIPS 2017
QMDP-Net: Deep Learning for Planning under Partial Observability NIPS 2017
An inner-loop free solution to inverse problems using deep neural networks NIPS 2017
Hash Embeddings for Efficient Word Representations NIPS 2017
Deep Sets NIPS 2017
Preventing Gradient Explosions in Gated Recurrent Units NIPS 2017
Multimodal Learning and Reasoning for Visual Question Answering NIPS 2017
Dual Path Networks NIPS 2017