A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference

8 January 2019

Papers citing "A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference"

24 / 24 papers shown

Title
Logit Disagreement: OoD Detection with Bayesian Neural Networks Kevin Raina UQCV BDL UD PER 66 0 0 24 Feb 2025
A Framework for Variational Inference of Lightweight Bayesian Neural Networks with Heteroscedastic Uncertainties D. Schodt Ryan Brown Michael Merritt Samuel Park Delsin Menolascino M. Peot BDL UQCV UD 32 1 0 22 Feb 2024
Bayesian Layer Graph Convolutioanl Network for Hyperspetral Image Classification Mingyang Zhang Ziqi Di Maoguo Gong Yue Wu Hao Li Xiangming Jiang BDL UQCV 35 0 0 14 Nov 2022
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis Benjamin Lambert Florence Forbes A. Tucholka Senan Doyle Harmonie Dehaene M. Dojat 31 80 0 05 Oct 2022
Latent Preserving Generative Adversarial Network for Imbalance classification T. Dam Md Meftahul Ferdaus Mahardhika Pratama S. Anavatti Senthilnath Jayavelu H. Abbass 30 6 0 04 Sep 2022
Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification M. Joshaghani Amirabbas Davari F. Hatamian Andreas K. Maier Christian Riess UQCV BDL 20 7 0 19 May 2022
Reducing Overconfidence Predictions for Autonomous Driving Perception Gledson Melotti C. Premebida Jordan J. Bird Diego Resende Faria Nuno Gonccalves 16 7 0 16 Feb 2022
A Deterministic Sampling Method via Maximum Mean Discrepancy Flow with Adaptive Kernel Yindong Chen Yiwei Wang Lulu Kang Chun Liu 26 1 0 21 Nov 2021
Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization Franz Thaler Christian Payer M. Urschler Darko Štern 39 10 0 20 Sep 2021
Multi Agent System for Machine Learning Under Uncertainty in Cyber Physical Manufacturing System Bang Xiang Yong Alexandra Brintrup AI4CE 19 20 0 28 Jul 2021
W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality Francesco Ponzio Enrico Macii E. Ficarra S. D. Cataldo 30 4 0 24 Mar 2021
An Active Learning Method for Diabetic Retinopathy Classification with Uncertainty Quantification Muhammad Ahtazaz Ahsan A. Qayyum Junaid Qadir Adeel Razi BDL 23 19 0 24 Dec 2020
Bayes DistNet -- A Robust Neural Network for Algorithm Runtime Distribution Predictions Jake E. Tuero M. Buro OOD 13 0 0 14 Dec 2020
Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty M. A. Bashar Kieren Astin-Walmsley Kerina Heath R. Nayak 19 2 0 27 Aug 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 14 56 0 14 Aug 2020
Localization Uncertainty Estimation for Anchor-Free Object Detection Youngwan Lee Joong-won Hwang Hyungil Kim Kimin Yun Yongjin Kwon Yuseok Bae Joungyoul Park 16 30 0 28 Jun 2020
Bayesian Neural Networks at Scale: A Performance Analysis and Pruning Study Himanshu Sharma Elise Jennings BDL 27 3 0 23 May 2020
Global inducing point variational posteriors for Bayesian neural networks and deep Gaussian processes Sebastian W. Ober Laurence Aitchison BDL 26 60 0 17 May 2020
LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood Abhinav Kumar Tim K. Marks Wenxuan Mou Ye Wang Michael J. Jones A. Cherian T. Koike-Akino Xiaoming Liu Chen Feng CVBM 3DV 25 150 0 06 Apr 2020
A Financial Service Chatbot based on Deep Bidirectional Transformers S. Yu Yuxin Chen Hussain Zaidi 25 33 0 17 Feb 2020
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 231 5,180 0 16 Sep 2016
Stochastic Backpropagation through Mixture Density Distributions Alex Graves BDL 57 44 0 19 Jul 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 205 745 0 06 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,639 0 03 Jul 2012