Distorted Representation Space Characterization Through Backpropagated
Gradients

Distorted Representation Space Characterization Through Backpropagated Gradients

27 August 2019

Mohit Prabhushankar

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Papers citing "Distorted Representation Space Characterization Through Backpropagated Gradients"

17 / 17 papers shown

Title
VOICE: Variance of Induced Contrastive Explanations to quantify Uncertainty in Neural Network Interpretability Mohit Prabhushankar Ghassan AlRegib FAtt UQCV 71 2 0 01 Jun 2024
Counterfactual Gradients-based Quantification of Prediction Trust in Neural Networks Mohit Prabhushankar Ghassan AlRegib UQCV 77 0 0 22 May 2024
Gaussian Switch Sampling: A Second Order Approach to Active Learning Ryan Benkert Mohit Prabhushankar Ghassan Al-Regib Armin Pacharmi E. Corona AAML 92 9 0 16 Feb 2023
Stochastic Surprisal: An inferential measurement of Free Energy in Neural Networks Mohit Prabhushankar Ghassan Al-Regib 51 3 0 11 Feb 2023
Explainable Deep Learning to Profile Mitochondrial Disease Using High Dimensional Protein Expression Data Atif Khan C. Lawless Amy Vincent Satish Pilla S. Ramesh A. Mcgough 66 0 0 31 Oct 2022
Gradient-Based Adversarial and Out-of-Distribution Detection Jinsol Lee Mohit Prabhushankar Ghassan AlRegib UQCV 167 14 0 16 Jun 2022
Open-Set Recognition with Gradient-Based Representations Jinsol Lee Ghassan AlRegib VLM BDL 69 9 0 16 Jun 2022
Explanatory Paradigms in Neural Networks Ghassan AlRegib Mohit Prabhushankar FAtt XAI 57 12 0 24 Feb 2022
Robust Explainability: A Tutorial on Gradient-Based Attribution Methods for Deep Neural Networks Ian E. Nielsen Dimah Dera Ghulam Rasool N. Bouaynaya R. Ramachandran FAtt 79 82 0 23 Jul 2021
Contrastive Reasoning in Neural Networks Mohit Prabhushankar Ghassan AlRegib 80 10 0 23 Mar 2021
Extracting Causal Visual Features for Limited label Classification Mohit Prabhushankar Ghassan AlRegib CML 64 21 0 23 Mar 2021
Novelty Detection Through Model-Based Characterization of Neural Networks Gukyeong Kwon Mohit Prabhushankar Dogancan Temel Ghassan AlRegib 45 23 0 13 Aug 2020
Implicit Saliency in Deep Neural Networks Yutong Sun Mohit Prabhushankar Ghassan AlRegib FAtt 76 9 0 04 Aug 2020
Contrastive Explanations in Neural Networks Mohit Prabhushankar Gukyeong Kwon Dogancan Temel Ghassan AlRegib FAtt 70 33 0 01 Aug 2020
Backpropagated Gradient Representations for Anomaly Detection Gukyeong Kwon Mohit Prabhushankar Dogancan Temel Ghassan AlRegib 83 75 0 18 Jul 2020
Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral Characteristics Dogancan Temel Min-Hung Chen G. Al-Regib 45 69 0 29 Aug 2019
Challenging Environments for Traffic Sign Detection: Reliability Assessment under Inclement Conditions Dogancan Temel Tariq A. Alshawi Min-Hung Chen G. Al-Regib 58 22 0 19 Feb 2019