Gaussian Switch Sampling: A Second Order Approach to Active Learning

Gaussian Switch Sampling: A Second Order Approach to Active Learning

16 February 2023

Mohit Prabhushankar

Ghassan Al-Regib

Papers citing "Gaussian Switch Sampling: A Second Order Approach to Active Learning"

11 / 11 papers shown

Title
Physics- and data-driven Active Learning of neural network representations for free energy functions of materials from statistical mechanics Jamie Holber Krishna Garikipati AI4CE 45 0 0 25 Feb 2025
Targeting Negative Flips in Active Learning using Validation Sets Ryan Benkert Mohit Prabhushankar Ghassan AlRegib AAML 40 0 0 16 Nov 2024
Intelligent Multi-View Test Time Augmentation Efe Ozturk Mohit Prabhushankar Ghassan AlRegib 31 3 0 12 Jun 2024
VOICE: Variance of Induced Contrastive Explanations to quantify Uncertainty in Neural Network Interpretability Mohit Prabhushankar Ghassan AlRegib FAtt UQCV 31 2 0 01 Jun 2024
Effective Data Selection for Seismic Interpretation through Disagreement Ryan Benkert Mohit Prabhushankar Ghassan AlRegib 40 2 0 01 Jun 2024
Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks Mohit Prabhushankar Ghassan AlRegib UQCV 29 0 0 22 May 2024
FOCAL: A Cost-Aware Video Dataset for Active Learning Kiran Kokilepersaud Yash-yee Logan Ryan Benkert Chen Zhou Mohit Prabhushankar Ghassan AlRegib Enrique Corona Kunjan Singh Mostafa Parchami 18 4 0 17 Nov 2023
Clinical Trial Active Learning Zoe Fowler Kiran Kokilepersaud Mohit Prabhushankar Ghassan AlRegib 19 6 0 20 Jul 2023
Introspective Learning : A Two-Stage Approach for Inference in Neural Networks Mohit Prabhushankar Ghassan AlRegib 46 19 0 17 Sep 2022
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 309 36,371 0 25 Aug 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 745 0 06 Jun 2015