Causality-Inspired Taxonomy for Explainable Artificial Intelligence

Causality-Inspired Taxonomy for Explainable Artificial Intelligence

19 August 2022

Tiago B. Gonccalves

João Ribeiro Pinto

Ana F. Sequeira

Jaime S. Cardoso

Papers citing "Causality-Inspired Taxonomy for Explainable Artificial Intelligence"

15 / 15 papers shown

Title
MST-KD: Multiple Specialized Teachers Knowledge Distillation for Fair Face Recognition Eduarda Caldeira Jaime S. Cardoso Ana F. Sequeira Pedro C. Neto CVBM 27 0 0 29 Aug 2024
Fairness Under Cover: Evaluating the Impact of Occlusions on Demographic Bias in Facial Recognition Rafael M. Mamede Pedro C. Neto Ana F. Sequeira 43 1 0 19 Aug 2024
Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition Pedro C. Neto Eduarda Caldeira Jaime S. Cardoso Ana F. Sequeira MQ 17 11 0 23 Aug 2023
Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection Eduarda Caldeira Pedro C. Neto Tiago B. Gonccalves Naser Damer Ana F. Sequeira Jaime S. Cardoso CVBM 8 6 0 05 Jun 2023
Discriminative Deep Feature Visualization for Explainable Face Recognition Zewei Xu Yuhang Lu Touradj Ebrahimi FAtt CVBM 15 6 0 01 Jun 2023
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection Marco Huber Meiling Fang Fadi Boutros Naser Damer FaML CVBM 16 9 0 26 Apr 2023
An Efficient Ensemble Explainable AI (XAI) Approach for Morphed Face Detection Rudresh Dwivedi Ritesh Kumar Deepak Chopra Pranay Kothari Manjot Singh CVBM AAML 17 7 0 23 Apr 2023
Spritz-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents Ehsan Nowroozi Yoosef Habibi Mauro Conti CVBM 18 3 0 06 Apr 2023
PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition Pedro C. Neto Ana F. Sequeira Jaime S. Cardoso Philipp Terhörst CVBM 14 12 0 22 Nov 2022
Exploring the Whole Rashomon Set of Sparse Decision Trees Rui Xin Chudi Zhong Zhi Chen Takuya Takagi Margo Seltzer Cynthia Rudin 25 53 0 16 Sep 2022
Deep Spatial Gradient and Temporal Depth Learning for Face Anti-spoofing Zezheng Wang Zitong Yu Chenxu Zhao Xiangyu Zhu Yunxiao Qin Qiusheng Zhou Feng Zhou Zhen Lei CVBM 38 167 0 18 Mar 2020
Searching Central Difference Convolutional Networks for Face Anti-Spoofing Zitong Yu Chenxu Zhao Zezheng Wang Yunxiao Qin Z. Su Xiaobai Li Feng Zhou Guoying Zhao CVBM 46 397 0 09 Mar 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 120 199 0 05 Mar 2020
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 228 2,231 0 24 Jun 2017
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 222 3,658 0 28 Feb 2017