Uncertainty in Contrastive Learning: On the Predictability of Downstream Performance

19 July 2022

Papers citing "Uncertainty in Contrastive Learning: On the Predictability of Downstream Performance"

4 / 4 papers shown

Title
Multi-Similarity Contrastive Learning Emily Mu John Guttag Maggie Makar SSL 30 2 0 06 Jul 2023
Quantifying Representation Reliability in Self-Supervised Learning Models Young-Jin Park Hao Wang Shervin Ardeshir Navid Azizan SSL UQCV 26 3 0 31 May 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015