Uncertainty in Graph Contrastive Learning with Bayesian Neural Networks

Uncertainty in Graph Contrastive Learning with Bayesian Neural Networks

30 November 2023

Alexander M¨ollers

Alexander Immer

Elvin Isufi

Vincent Fortuin

Papers citing "Uncertainty in Graph Contrastive Learning with Bayesian Neural Networks"

4 / 4 papers shown

Title
Spectral Augmentation for Self-Supervised Learning on Graphs Lu Lin Jinghui Chen Hongning Wang OOD 45 49 0 02 Oct 2022
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam Mohammad Emtiyaz Khan Didrik Nielsen Voot Tangkaratt Wu Lin Y. Gal Akash Srivastava ODL 74 268 0 13 Jun 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,695 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,167 0 06 Jun 2015