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} }

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,

Jörn Hees,

Andreas Dengel

[pdf] [arXiv]

[bibtex]

@InProceedings{Palacio_2021_ICCV, author = {Palacio, Sebastian and Lucieri, Adriano and Munir, Mohsin and Ahmed, Sheraz and Hees, J\"orn 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} }

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} }