Deep Active Ensemble Sampling For Image Classification

Deep Active Ensemble Sampling For Image Classification

11 October 2022

Gianfranco Doretto

Papers citing "Deep Active Ensemble Sampling For Image Classification"

11 / 11 papers shown

Title
GUESS: Generative Uncertainty Ensemble for Self Supervision S. Mohamadi Gianfranco Doretto Donald Adjeroh UQCV 77 0 0 03 Dec 2024
Rethinking Self-Supervised Learning Within the Framework of Partial Information Decomposition S. Mohamadi Gianfranco Doretto Donald Adjeroh SSL 76 0 0 03 Dec 2024
Direct Coloring for Self-Supervised Enhanced Feature Decoupling S. Mohamadi Gianfranco Doretto Donald Adjeroh 71 0 0 03 Dec 2024
Making Better Use of Unlabelled Data in Bayesian Active Learning Freddie Bickford-Smith Adam Foster Tom Rainforth 39 3 0 26 Apr 2024
Multi-spectral Entropy Constrained Neural Compression of Solar Imagery Ali Zafari Atefeh Khoshkhahtinat P. Mehta Nasser M. Nasrabadi Barbara J. Thompson M. Kirk D. D. Silva 24 0 0 19 Sep 2023
More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning S. Mohamadi Gianfranco Doretto Don Adjeroh SSL 13 9 0 02 Jul 2023
FUSSL: Fuzzy Uncertain Self Supervised Learning S. Mohamadi Gianfranco Doretto Donald Adjeroh 19 6 0 28 Oct 2022
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost M. Gao Zizhao Zhang Guo-Ding Yu Sercan Ö. Arik L. Davis Tomas Pfister 165 196 0 16 Oct 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 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
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,266 0 09 Jun 2012