Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data

12 January 2023

Papers citing "Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data"

8 / 8 papers shown

Title
Targeting Negative Flips in Active Learning using Validation Sets Ryan Benkert M. Prabhushankar Ghassan AlRegib AAML 35 0 0 16 Nov 2024
AHA: Human-Assisted Out-of-Distribution Generalization and Detection Haoyue Bai Jifan Zhang Robert Nowak 30 6 0 10 Oct 2024
Out-of-Distribution Learning with Human Feedback Haoyue Bai Xuefeng Du Katie Rainey Shibin Parameswaran Yixuan Li OODD 21 3 0 14 Aug 2024
Effective Data Selection for Seismic Interpretation through Disagreement Ryan Benkert M. Prabhushankar Ghassan AlRegib 32 2 0 01 Jun 2024
Benchmarking of Query Strategies: Towards Future Deep Active Learning Shiryu Ueno Yusei Yamada Shunsuke Nakatsuka Kunihito Kato FedML 6 2 0 10 Dec 2023
FOCAL: A Cost-Aware Video Dataset for Active Learning Kiran Kokilepersaud Yash-yee Logan Ryan Benkert Chen Zhou M. Prabhushankar Ghassan AlRegib Enrique Corona Kunjan Singh Mostafa Parchami 16 4 0 17 Nov 2023
Gaussian Switch Sampling: A Second Order Approach to Active Learning Ryan Benkert M. Prabhushankar Ghassan Al-Regib Armin Pacharmi E. Corona AAML 13 9 0 16 Feb 2023
Stochastic Surprisal: An inferential measurement of Free Energy in Neural Networks M. Prabhushankar Ghassan Al-Regib 8 3 0 11 Feb 2023