Probing the Purview of Neural Networks via Gradient Analysis

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Probing the Purview of Neural Networks via Gradient Analysis

6 April 2023

Mohit Prabhushankar

Ghassan AlRegib

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Papers citing "Probing the Purview of Neural Networks via Gradient Analysis"

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Title
Intelligent Multi-View Test Time Augmentation Efe Ozturk Mohit Prabhushankar Ghassan AlRegib 89 3 0 12 Jun 2024
Are Objective Explanatory Evaluation metrics Trustworthy? An Adversarial Analysis Prithwijit Chowdhury Mohit Prabhushankar Ghassan AlRegib Mohamed Deriche 117 2 0 12 Jun 2024
VOICE: Variance of Induced Contrastive Explanations to quantify Uncertainty in Neural Network Interpretability Mohit Prabhushankar Ghassan AlRegib FAtt UQCV 81 2 0 01 Jun 2024
Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection Yingwen Wu Ruiji Yu Xinwen Cheng Zhengbao He Xiaolin Huang OODD 117 4 0 28 May 2024
Transitional Uncertainty with Layered Intermediate Predictions Ryan Benkert Mohit Prabhushankar Ghassan AlRegib 68 2 0 25 May 2024
Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks Mohit Prabhushankar Ghassan AlRegib UQCV 88 0 0 22 May 2024
Low-Dimensional Gradient Helps Out-of-Distribution Detection Yingwen Wu Tao Li Xinwen Cheng Jie Yang Xiaolin Huang OODD 131 5 0 26 Oct 2023