
AutoML: A Survey of the StateoftheArt
Deep learning has penetrated all aspects of our lives and brought us gre...
08/02/2019 ∙ by Xin He, et al. ∙ 257 ∙ shareread it

One Model To Rule Them All
We present a new flavor of Variational Autoencoder (VAE) that interpolat...
08/08/2019 ∙ by Felix Berkhahn, et al. ∙ 40 ∙ shareread it

Deep Generalized Max Pooling
Global pooling layers are an essential part of Convolutional Neural Netw...
08/14/2019 ∙ by Vincent Christlein, et al. ∙ 40 ∙ shareread it

Deep Kernel Learning for Clustering
We propose a deep learning approach for discovering kernels tailored to ...
08/09/2019 ∙ by Chieh Wu, et al. ∙ 38 ∙ shareread it

Bayesian Inference for Large Scale Image Classification
Bayesian inference promises to ground and improve the performance of dee...
08/09/2019 ∙ by Jonathan Heek, et al. ∙ 38 ∙ shareread it

DoorGym: A Scalable Door Opening Environment And Baseline Agent
Reinforcement Learning (RL) has brought forth ideas of autonomous robots...
08/05/2019 ∙ by Yusuke Urakami, et al. ∙ 35 ∙ shareread it

Improving the Accuracy of Principal Component Analysis by the Maximum Entropy Method
Classical Principal Component Analysis (PCA) approximates data in terms ...
07/24/2019 ∙ by Guihong Wan, et al. ∙ 34 ∙ shareread it

A Survey on Deep Learning of Small Sample in Biomedical Image Analysis
The success of deep learning has been witnessed as a promising technique...
08/01/2019 ∙ by Pengyi Zhang, et al. ∙ 34 ∙ shareread it

Transferability of Spectral Graph Convolutional Neural Networks
This paper focuses on spectral graph convolutional neural networks (Conv...
07/30/2019 ∙ by Ron Levie, et al. ∙ 32 ∙ shareread it

Benchmarking TPU, GPU, and CPU Platforms for Deep Learning
Training deep learning models is computeintensive and there is an indus...
07/24/2019 ∙ by GuYeon Wei, et al. ∙ 31 ∙ shareread it

Explaining Convolutional Neural Networks using Softmax Gradient Layerwise Relevance Propagation
Convolutional Neural Networks (CNN) have become stateoftheart in the ...
08/06/2019 ∙ by Brian Kenji Iwana, et al. ∙ 30 ∙ shareread it
Research
Stay on top of the latest in data science
and artificial intelligence research