Contrastive Explanations in Neural Networks

Contrastive Explanations in Neural Networks

1 August 2020

Mohit Prabhushankar

Ghassan AlRegib

Papers citing "Contrastive Explanations in Neural Networks"

11 / 11 papers shown

Title
Hierarchical and Multimodal Data for Daily Activity Understanding Ghazal Kaviani Yavuz Yarici Seulgi Kim Mohit Prabhushankar Ghassan AlRegib Mashhour Solh Ameya Patil 59 0 0 24 Apr 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
Stochastic Surprisal: An inferential measurement of Free Energy in Neural Networks Mohit Prabhushankar Ghassan Al-Regib 28 3 0 11 Feb 2023
Explainable Machine Learning for Hydrocarbon Prospect Risking Ahmad Mustafa Ghassan AlRegib 33 2 0 15 Dec 2022
Attribution-based XAI Methods in Computer Vision: A Review Kumar Abhishek Deeksha Kamath 35 18 0 27 Nov 2022
Learning Visual Explanations for DCNN-Based Image Classifiers Using an Attention Mechanism Ioanna Gkartzonika Nikolaos Gkalelis Vasileios Mezaris 39 9 0 22 Sep 2022
Gradient-Based Adversarial and Out-of-Distribution Detection Jinsol Lee Mohit Prabhushankar Ghassan AlRegib UQCV 40 13 0 16 Jun 2022
Towards Relatable Explainable AI with the Perceptual Process Wencan Zhang Brian Y. Lim AAML XAI 32 62 0 28 Dec 2021
Contrastive Reasoning in Neural Networks Mohit Prabhushankar Ghassan AlRegib 27 10 0 23 Mar 2021
Extracting Causal Visual Features for Limited label Classification Mohit Prabhushankar Ghassan AlRegib CML 27 21 0 23 Mar 2021