Responsible Pattern Recognition and Machine Intelligence


Towards Solving the DeepFake Problem: An Analysis on Improving DeepFake Detection Using Dynamic Face Augmentation
Sowmen Das,
Selim Seferbekov,
Arup Datta,
Md. Saiful Islam,
Md. Ruhul Amin
[pdf] [arXiv]
[bibtex]
@InProceedings{Das_2021_ICCV, author = {Das, Sowmen and Seferbekov, Selim and Datta, Arup and Islam, Md. Saiful and Amin, Md. Ruhul}, title = {Towards Solving the DeepFake Problem: An Analysis on Improving DeepFake Detection Using Dynamic Face Augmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3776-3785} }

The Watchlist Imbalance Effect in Biometric Face Identification: Comparing Theoretical Estimates and Empiric Measurements
Pawel Drozdowski,
Christian Rathgeb,
Christoph Busch
[pdf]
[bibtex]
@InProceedings{Drozdowski_2021_ICCV, author = {Drozdowski, Pawel and Rathgeb, Christian and Busch, Christoph}, title = {The Watchlist Imbalance Effect in Biometric Face Identification: Comparing Theoretical Estimates and Empiric Measurements}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3757-3765} }

Unravelling the Effect of Image Distortions for Biased Prediction of Pre-Trained Face Recognition Models
Puspita Majumdar,
Surbhi Mittal,
Richa Singh,
Mayank Vatsa
[pdf] [arXiv]
[bibtex]
@InProceedings{Majumdar_2021_ICCV, author = {Majumdar, Puspita and Mittal, Surbhi and Singh, Richa and Vatsa, Mayank}, title = {Unravelling the Effect of Image Distortions for Biased Prediction of Pre-Trained Face Recognition Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3786-3795} }

Toward Affective XAI: Facial Affect Analysis for Understanding Explainable Human-AI Interactions
Luke Guerdan,
Alex Raymond,
Hatice Gunes
[pdf] [arXiv]
[bibtex]
@InProceedings{Guerdan_2021_ICCV, author = {Guerdan, Luke and Raymond, Alex and Gunes, Hatice}, title = {Toward Affective XAI: Facial Affect Analysis for Understanding Explainable Human-AI Interactions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3796-3805} }

Bridging the Gap Between Debiasing and Privacy for Deep Learning
Carlo Alberto Barbano,
Enzo Tartaglione,
Marco Grangetto
[pdf]
[bibtex]
@InProceedings{Barbano_2021_ICCV, author = {Barbano, Carlo Alberto and Tartaglione, Enzo and Grangetto, Marco}, title = {Bridging the Gap Between Debiasing and Privacy for Deep Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3806-3815} }

XAI Handbook: Towards a Unified Framework for Explainable AI
Sebastian Palacio,
Adriano Lucieri,
Mohsin Munir,
Sheraz Ahmed,
Jorn Hees,
Andreas Dengel
[pdf] [arXiv]
[bibtex]
@InProceedings{Palacio_2021_ICCV, author = {Palacio, Sebastian and Lucieri, Adriano and Munir, Mohsin and Ahmed, Sheraz and Hees, Jorn and Dengel, Andreas}, title = {XAI Handbook: Towards a Unified Framework for Explainable AI}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {3766-3775} }