Uncertainty-aware deep co-training for semi-supervised medical image segmentation

Explaining and Harnessing Adversarial Examples

Ian Goodfellow, Jonathon Shlens, Christian Szegedy · arXiv (Cornell University) · 2014 · 8.2K citations · Full text

Computing, Computer Science, Algorithms +11

Proceedings of the 21st International Conference on Neural Information Processing Systems

Daphne Koller, Dale Schuurmans, Yoshua Bengio et al. · 2008 · 4.5K citations

Computing, Computer Science, Neuroscience +14

Learning Deconvolution Network for Semantic Segmentation

Hyeonwoo Noh, Seunghoon Hong, Bohyung Han · 2015 · 4K citations

Computing, Computer Science, Computer Vision +15

Semi-Supervised Learning Literature Survey

Xiaojin Zhu · Minds at UW (University of Wisconsin) · 2005 · 3.9K citations · Full text

Computing, Computer Science, Data Mining +11

Simple and Scalable Predictive Uncertainty Estimation using Deep\n Ensembles

Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell · arXiv (Cornell University) · 2016 · 3K citations · Full text

Computing, Computer Science, Machine Learning +13