BayeSeg: Bayesian modeling for medical image segmentation with interpretable generalizability

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 214.9K citations · Full text

Image Classification, Deep Neural Networks, Machine Vision +14

Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

Stuart Geman, Donald Geman · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1984 · 17.9K citations

Engineering, Bayesian Restoration, Markov Chain Monte Carlo +17

Variational Inference: A Review for Statisticians

Journal of the American Statistical Association · 2017 · 3.5K citations · Full text

Improved Regularization of Convolutional Neural Networks with Cutout

Terrance DeVries, Graham W. Taylor · arXiv (Cornell University) · 2017 · 2.7K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Image denoising using scale mixtures of gaussians in the wavelet domain

Javier Portilla, Vasily Strela, Martin J. Wainwright et al. · IEEE Transactions on Image Processing · 2003 · 2.2K citations

Engineering, Wavelet Domain, Gaussian Vector +20