Deep Bayesian Active Learning, A Brief Survey on Recent Advances

15 December 2020

Papers citing "Deep Bayesian Active Learning, A Brief Survey on Recent Advances"

8 / 8 papers shown

Title
GUESS: Generative Uncertainty Ensemble for Self Supervision S. Mohamadi Gianfranco Doretto Donald Adjeroh UQCV 77 0 0 03 Dec 2024
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation Arvind Murari Vepa Zukang Yang Andrew Choi Jungseock Joo Fabien Scalzo Yizhou Sun 3DPC 81 1 0 24 Nov 2024
More Synergy, Less Redundancy: Exploiting Joint Mutual Information for Self-Supervised Learning S. Mohamadi Gianfranco Doretto Don Adjeroh SSL 16 9 0 02 Jul 2023
Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model Yibo Miao Hongcheng Gao Hao Zhang Zhijie Deng DeLMO 30 20 0 26 May 2023
Active learning for data streams: a survey Davide Cacciarelli M. Kulahci 28 40 0 17 Feb 2023
Deep Active Ensemble Sampling For Image Classification S. Mohamadi Gianfranco Doretto Donald Adjeroh UQCV 18 9 0 11 Oct 2022
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 745 0 06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015