What Uncertainties Do We Need in Bayesian Deep Learning for Computer
Vision?

What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?

15 March 2017

Alex Kendall

Papers citing "What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?"

14 / 2,214 papers shown

Title
3D Sketching using Multi-View Deep Volumetric Prediction J. Delanoy Mathieu Aubry Phillip Isola Alexei A. Efros Adrien Bousseau 3DV 27 126 0 26 Jul 2017
Deep Active Learning for Named Entity Recognition Yanyao Shen Hyokun Yun Zachary Chase Lipton Y. Kronrod Anima Anandkumar HAI 39 454 0 19 Jul 2017
Uncertainty Decomposition in Bayesian Neural Networks with Latent Variables Stefan Depeweg José Miguel Hernández-Lobato Finale Doshi-Velez Steffen Udluft PER UQCV UD BDL 13 43 0 26 Jun 2017
Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy S. Moccia Sebastian J. Wirkert H. Kenngott A. Vemuri M. Apitz Benjamin F. B. Mayer E. De Momi L. Mattos L. Maier-Hein 28 51 0 21 Jun 2017
Robust and Efficient Transfer Learning with Hidden-Parameter Markov Decision Processes Taylor W. Killian Samuel Daulton George Konidaris Finale Doshi-Velez 14 105 0 20 Jun 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 71 5,702 0 14 Jun 2017
Bayesian LSTMs in medicine J. Westhuizen Joan Lasenby BDL OOD 11 16 0 05 Jun 2017
Concrete Dropout Y. Gal Jiri Hron Alex Kendall BDL UQCV 57 586 0 22 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 90 3,074 0 19 May 2017
Geometric Loss Functions for Camera Pose Regression with Deep Learning Alex Kendall R. Cipolla 3DH 34 762 0 02 Apr 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 340 10,633 0 19 Feb 2017
Robustly representing uncertainty in deep neural networks through sampling Patrick McClure N. Kriegeskorte UQCV BDL OOD 31 15 0 05 Nov 2016
Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding Alex Kendall Vijay Badrinarayanan R. Cipolla UQCV BDL 17 1,062 0 09 Nov 2015
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 207 745 0 06 Jun 2015