Explainable Face Recognition

3 August 2020

Jonathan R. Williford

Papers citing "Explainable Face Recognition"

31 / 31 papers shown

Title
Explainable Face Recognition via Improved Localization Rashik Shadman Daqing Hou Faraz Hussain M. G. Sarwar Murshed CVBM FAtt 26 0 0 04 May 2025
Explaining the Impact of Training on Vision Models via Activation Clustering Ahcène Boubekki Samuel G. Fadel Sebastian Mair 89 0 0 29 Nov 2024
Aligning Characteristic Descriptors with Images for Human-Expert-like Explainability Bharat Yalavarthi N. Ratha 35 0 0 06 Nov 2024
Towards A Comprehensive Visual Saliency Explanation Framework for AI-based Face Recognition Systems Yuhang Lu Zewei Xu Touradj Ebrahimi CVBM FAtt XAI 44 3 0 08 Jul 2024
Leveraging Activations for Superpixel Explanations Ahcène Boubekki Samuel G. Fadel Sebastian Mair AAML FAtt XAI 19 0 0 07 Jun 2024
Explainable offline automatic signature verifier to support forensic handwriting examiners Moisés Díaz M. A. Ferrer-Ballester G. Vessio 34 3 0 21 May 2024
Explainable Face Verification via Feature-Guided Gradient Backpropagation Yuhang Lu Zewei Xu Touradj Ebrahimi FAtt CVBM AAML 26 5 0 07 Mar 2024
Face-GPS: A Comprehensive Technique for Quantifying Facial Muscle Dynamics in Videos Juni Kim Zhikang Dong Paweł Polak CVBM 9 5 0 11 Jan 2024
Explaining Deep Face Algorithms through Visualization: A Survey Thrupthi Ann S. M. I. C. V. Balasubramanian M. Jawahar CVBM 30 1 0 26 Sep 2023
TopicFM+: Boosting Accuracy and Efficiency of Topic-Assisted Feature Matching Khang Truong Giang Soohwan Song Sung-Guk Jo 21 3 0 02 Jul 2023
Inroads into Autonomous Network Defence using Explained Reinforcement Learning Myles Foley Miaowei Wang M. Zoe Chris Hicks V. Mavroudis AAML 11 13 0 15 Jun 2023
Precise and Generalized Robustness Certification for Neural Networks Yuanyuan Yuan Shuai Wang Z. Su AAML 35 2 0 11 Jun 2023
Discriminative Deep Feature Visualization for Explainable Face Recognition Zewei Xu Yuhang Lu Touradj Ebrahimi FAtt CVBM 15 7 0 01 Jun 2023
Towards Visual Saliency Explanations of Face Verification Yuhang Lu Zewei Xu Touradj Ebrahimi FAtt XAI CVBM 14 10 0 15 May 2023
Explanation of Face Recognition via Saliency Maps Yuhang Lu Touradj Ebrahimi XAI CVBM 13 3 0 12 Apr 2023
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models Daniel G. Krakowczyk Paul Prasse D. R. Reich Sebastian Lapuschkin Tobias Scheffer Lena A. Jäger 33 2 0 12 Apr 2023
Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images Chang Yu Xiangyu Zhu Xiaomei Zhang Zhaoxiang Zhang Zhen Lei OCL 3DH 33 6 0 20 Mar 2023
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges Yunpeng Qing Shunyu Liu Jie Song Huiqiong Wang Mingli Song XAI 25 1 0 12 Nov 2022
Explainable Artificial Intelligence to Detect Image Spam Using Convolutional Neural Network Zhibo Zhang Ernesto Damiani H. A. Hamadi C. Yeun Fatma Taher FAtt 18 8 0 07 Sep 2022
Causality-Inspired Taxonomy for Explainable Artificial Intelligence Pedro C. Neto Tiago B. Gonccalves João Ribeiro Pinto W. Silva Ana F. Sequeira Arun Ross Jaime S. Cardoso XAI 26 12 0 19 Aug 2022
TopicFM: Robust and Interpretable Topic-Assisted Feature Matching Khang Truong Giang Soohwan Song Sung-Guk Jo 19 36 0 01 Jul 2022
HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network Chang Yu Xiangyu Zhu Xiaomei Zhang Zidu Wang Zhaoxiang Zhang Zhen Lei OCL 19 14 0 21 Mar 2022
Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGAN B. Li Qiulin Wang Jiquan Pei Yu Yang Xiangyang Ji CVBM 25 3 0 24 Jan 2022
Explaining Face Presentation Attack Detection Using Natural Language H. Mirzaalian Mohamed E. Hussein L. Spinoulas Jonathan May Wael AbdAlmageed CVBM FAtt AAML 17 5 0 08 Nov 2021
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition Philipp Terhörst Marco Huber Naser Damer Florian Kirchbuchner Kiran Raja Arjan Kuijper CVBM 21 25 0 21 Oct 2021
Trustworthy AI: From Principles to Practices Bo-wen Li Peng Qi Bo Liu Shuai Di Jingen Liu Jiquan Pei Jinfeng Yi Bowen Zhou 117 355 0 04 Oct 2021
Interpreting Face Inference Models using Hierarchical Network Dissection Divyang Teotia Àgata Lapedriza Sarah Ostadabbas CVBM 16 3 0 23 Aug 2021
Towards Interpretable Deep Metric Learning with Structural Matching Wenliang Zhao Yongming Rao Ziyi Wang Jiwen Lu Jie Zhou FedML 11 46 0 12 Aug 2021
Explainable Diabetic Retinopathy Detection and Retinal Image Generation Yuhao Niu Lin Gu Yitian Zhao Feng Lu MedIm 14 57 0 01 Jul 2021
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances Hang Du Hailin Shi Dan Zeng Xiaoping Zhang Tao Mei OOD 28 118 0 28 Sep 2020
xCos: An Explainable Cosine Metric for Face Verification Task Yu-sheng Lin Zhe-Yu Liu Yu-An Chen Yu-Siang Wang Ya-Liang Chang Winston H. Hsu CVBM 17 46 0 11 Mar 2020