Explaining Deep Models through Forgettable Learning Dynamics

10 January 2023

Papers citing "Explaining Deep Models through Forgettable Learning Dynamics"

6 / 6 papers shown

Title
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior Jorge Quesada Chen Zhou Prithwijit Chowdhury Mohammad Alotaibi Ahmad Mustafa Yusufjon Kumamnov Mohit Prabhushankar Ghassan AlRegib AI4CE 44 0 0 13 May 2025
Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation Ryan Benkert Oluwaseun Joseph Aribido Ghassan AlRegib 19 8 0 24 Feb 2023
Gaussian Switch Sampling: A Second Order Approach to Active Learning Ryan Benkert Mohit Prabhushankar Ghassan Al-Regib Armin Pacharmi E. Corona AAML 38 9 0 16 Feb 2023
Learning Trajectory-Conditioned Relations to Predict Pedestrian Crossing Behavior Chenchao Zhou Ghassan AlRegib Armin Parchami Kunjan Singh 45 2 0 14 Jan 2023
Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data Ryan Benkert Mohit Prabhushankar Ghassan AlRegib OODD OOD 29 9 0 12 Jan 2023
Explainable Machine Learning for Hydrocarbon Prospect Risking Ahmad Mustafa Ghassan AlRegib 33 2 0 15 Dec 2022