Manuel Günther

76 papers A* 5A 5B 7C 3Journal 36Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	GHOST: Gaussian Hypothesis Open-Set Technique. AAAI Ryan Rabinowitz, Steve Cruz, Manuel Günther, Terrance E. Boult
2025	J	`jnl`	GHOST: Gaussian Hypothesis Open-Set Technique. CoRR Ryan Rabinowitz, Steve Cruz, Manuel Günther, Terrance E. Boult
2024	J	`jnl`	AdvSecureNet: A Python Toolkit for Adversarial Machine Learning. CoRR Melih Catal, Manuel Günther
2024	—	`conf`	Biased Binary Attribute Classifiers Ignore the Majority Classes. SDS Xinyi Zhang, Johanna Sophie Bieri, Manuel Günther
2024	J	`jnl`	Biased Binary Attribute Classifiers Ignore the Majority Classes. CoRR Xinyi Zhang, Johanna Sophie Bieri, Manuel Günther
2024	J	`jnl`	Large-Scale Evaluation of Open-Set Image Classification Techniques. CoRR Halil Bisgin, Andres Palechor, Mike Suter, Manuel Günther
2024	J	`jnl`	Open-set face recognition with maximal entropy and Objectosphere loss. Image Vis. Comput. Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther
2024	—	`conf`	Operational Open-Set Recognition and PostMax Refinement. ECCV (6) Steve Cruz, Ryan Rabinowitz, Manuel Günther, Terrance E. Boult
2024	B	`conf`	Quo Vadis RankList-based System in Face Recognition? IJCB Xinyi Zhang, Manuel Günther
2024	J	`jnl`	Quo Vadis RankList-based System in Face Recognition? CoRR Xinyi Zhang, Manuel Günther
2024	—	`conf`	Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability. EUVIP Özgür Acar Güler, Manuel Günther, André Anjos
2024	J	`jnl`	Refining Tuberculosis Detection in CXR Imaging: Addressing Bias in Deep Neural Networks via Interpretability. CoRR Özgür Acar Güler, Manuel Günther, André Anjos
2024	B	`conf`	Score Normalization for Demographic Fairness in Face Recognition. IJCB Yu Linghu, Tiago de Freitas Pereira, Christophe Ecabert, Sébastien Marcel, Manuel Günther
2024	J	`jnl`	Score Normalization for Demographic Fairness in Face Recognition. CoRR Yu Linghu, Tiago de Freitas Pereira, Christophe Ecabert, Sébastien Marcel, Manuel Günther
2024	B	`conf`	Watchlist Challenge: 3 IJCB Furkan Kasim, Terrance E. Boult, Rensso Mora, Bernardo Biesseck, Rafael O. Ribeiro, Jan Schlueter, Tomás Repák, Rafael Henrique Vareto, David Menotti, William Robson Schwartz, Manuel Günther
2024	J	`jnl`	Watchlist Challenge: 3rd Open-set Face Detection and Identification. CoRR Furkan Kasim, Terrance E. Boult, Rensso Mora, Bernardo Biesseck, Rafael O. Ribeiro, Jan Schlueter, Tomás Repák, Rafael Henrique Vareto, David Menotti, William Robson Schwartz, Manuel Günther
2023	A*	`conf`	Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness. ACM Multimedia Shide Du, Zihan Fang, Shiyang Lan, Yanchao Tan, Manuel Günther, Shiping Wang, Wenzhong Guo
2023	J	`jnl`	Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness. CoRR Shide Du, Zihan Fang, Shiyang Lan, Yanchao Tan, Manuel Günther, Shiping Wang, Wenzhong Guo
2023	—	`conf`	Consistency and Accuracy of CelebA Attribute Values. CVPR Workshops Haiyu Wu, Grace Bezold, Manuel Günther, Terrance E. Boult, Michael C. King, Kevin W. Bowyer
2023	A	`conf`	Large-Scale Open-Set Classification Protocols for ImageNet. WACV Andres Palechor, Annesha Bhoumik, Manuel Günther
2023	J	`jnl`	Open-Set Face Recognition with Maximal Entropy and Objectosphere Loss. CoRR Rafael Henrique Vareto, Yu Linghu, Terrance E. Boult, William Robson Schwartz, Manuel Günther
2023	—	`conf`	Open-Set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. SIBGRAPI Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz
2023	J	`jnl`	Open-set Face Recognition with Neural Ensemble, Maximal Entropy Loss and Feature Augmentation. CoRR Rafael Henrique Vareto, Manuel Günther, William Robson Schwartz
2022	J	`jnl`	Agglomerative Clustering with Threshold Optimization via Extreme Value Theory. Algorithms Chunchun Li, Manuel Günther, Akshay Raj Dhamija, Steve Cruz, Mohsen Jafarzadeh, Touqeer Ahmad, Terrance E. Boult
2022	J	`jnl`	Consistency and Accuracy of CelebA Attribute Values. CoRR Haiyu Wu, Grace Bezold, Manuel Günther, Terrance E. Boult, Michael C. King, Kevin W. Bowyer
2022	J	`jnl`	Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues. CoRR Tiago de Freitas Pereira, Dominic Schmidli, Yu Linghu, Xinyi Zhang, Sébastien Marcel, Manuel Günther
2022	J	`jnl`	Large-Scale Open-Set Classification Protocols for ImageNet. CoRR Palechor Anacona, Annesha Bhoumik, Manuel Günther
2021	C	`conf`	ComFu: Improving Visual Clustering by Commonality Fusion. ICMLA Chunchun Li, Manuel Günther, Terrance E. Boult
2020	—	`conf`	Enhancing Open-Set Recognition using Clustering-based Extreme Value Machine (C-EVM). IEEE BigData James Henrydoss, Steve Cruz, Chunchun Li, Manuel Günther, Terrance E. Boult
2020	—	`conf`	LTV-MPC Based Trajectory Planning Considering Uncertain Object Prediction Through Adaptive Potential Fields. CCTA Florian Siebenrock, Manuel Günther, Sören Hohmann
2020	A	`conf`	The Overlooked Elephant of Object Detection: Open Set. WACV Akshay Raj Dhamija, Manuel Günther, Jonathan Ventura, Terrance E. Boult
2020	—	`conf`	Watchlist Adaptation: Protecting the Innocent. BIOSIG Manuel Günther, Akshay Raj Dhamija, Terrance E. Boult
2019	J	`jnl`	Facial attributes: Accuracy and adversarial robustness. Pattern Recognit. Lett. Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult
2019	—	`conf`	Improving Deep Network Robustness to Unknown Inputs with Objectosphere. CVPR Workshops Akshay Raj Dhamija, Manuel Günther, Terrance E. Boult
2019	A*	`conf`	Learning and the Unknown: Surveying Steps toward Open World Recognition. AAAI Terrance E. Boult, Steve Cruz, Akshay Raj Dhamija, Manuel Günther, James Henrydoss, Walter J. Scheirer
2018	A	`conf`	ECLIPSE: Ensembles of Centroids Leveraging Iteratively Processed Spatial Eclipse Clustering. WACV Chunchun Li, Manuel Günther, Terrance E. Boult
2018	—	`conf`	Evaluating a Convolutional Neural Network on Short-Wave Infra-Red Images. WACV Workshops Michael Bihn, Manuel Günther, Daniel Lemmond, Terrance E. Boult
2018	J	`jnl`	Facial Attributes: Accuracy and Adversarial Robustness. CoRR Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult
2018	A*	`conf`	Reducing Network Agnostophobia. NeurIPS Akshay Raj Dhamija, Manuel Günther, Terrance E. Boult
2018	J	`jnl`	Reducing Network Agnostophobia. CoRR Akshay Raj Dhamija, Manuel Günther, Terrance E. Boult
2018	A	`conf`	Towards Robust Deep Neural Networks with BANG. WACV Andras Rozsa, Manuel Günther, Terrance E. Boult
2017	J	`jnl`	A Survey of Stealth Malware Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions. IEEE Commun. Surv. Tutorials Ethan M. Rudd, Andras Rozsa, Manuel Günther, Terrance E. Boult
2017	B	`conf`	AFFACT: Alignment-free facial attribute classification technique. IJCB Manuel Günther, Andras Rozsa, Terrance E. Boult
2017	A	`conf`	Adversarial Robustness: Softmax versus Openmax. BMVC Andras Rozsa, Manuel Günther, Terrance E. Boult
2017	J	`jnl`	Adversarial Robustness: Softmax versus Openmax. CoRR Andras Rozsa, Manuel Günther, Terrance E. Boult
2017	C	`conf`	Incremental Open Set Intrusion Recognition Using Extreme Value Machine. ICMLA James Henrydoss, Steve Cruz, Ethan M. Rudd, Manuel Günther, Terrance E. Boult
2017	B	`conf`	LOTS about attacking deep features. IJCB Andras Rozsa, Manuel Günther, Terrance E. Boult
2017	—	`conf`	Toward Open-Set Face Recognition. CVPR Workshops Manuel Günther, Steve Cruz, Ethan M. Rudd, Terrance E. Boult
2017	J	`jnl`	Toward Open-Set Face Recognition. CoRR Manuel Günther, Steve Cruz, Ethan M. Rudd, Terrance E. Boult
2017	B	`conf`	Unconstrained Face Detection and Open-Set Face Recognition Challenge. IJCB Manuel Günther, Peiyun Hu, Christian Herrmann, Chi-Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Guodong Guo, Cezary Stankiewicz, Terrance E. Boult
2017	J	`jnl`	Unconstrained Face Detection and Open-Set Face Recognition Challenge. CoRR Manuel Günther, Peiyun Hu, Christian Herrmann, Chi-Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Cezary Stankiewicz, Terrance E. Boult
2016	J	`jnl`	A Survey of Stealth Malware: Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions. CoRR Ethan M. Rudd, Andras Rozsa, Manuel Günther, Terrance E. Boult
2016	J	`jnl`	AFFACT - Alignment Free Facial Attribute Classification Technique. CoRR Manuel Günther, Andras Rozsa, Terrance E. Boult
2016	C	`conf`	Are Accuracy and Robustness Correlated. ICMLA Andras Rozsa, Manuel Günther, Terrance E. Boult
2016	J	`jnl`	Are Accuracy and Robustness Correlated? CoRR Andras Rozsa, Manuel Günther, Terrance E. Boult
2016	J	`jnl`	Are Facial Attributes Adversarially Robust? CoRR Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult
2016	B	`conf`	Are facial attributes adversarially robust? ICPR Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult
2016	J	`jnl`	Exploring LOTS in Deep Neural Networks. CoRR Andras Rozsa, Manuel Günther, Terrance E. Boult
2016	—	`ch.`	Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey. Face Recognition Across the Imaging Spectrum Manuel Günther, Laurent El Shafey, Sébastien Marcel
2016	—	`conf`	MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes. ECCV (5) Ethan M. Rudd, Manuel Günther, Terrance E. Boult
2016	J	`jnl`	MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes. CoRR Ethan M. Rudd, Manuel Günther, Terrance E. Boult
2016	—	`conf`	PARAPH: Presentation Attack Rejection by Analyzing Polarization Hypotheses. CVPR Workshops Ethan M. Rudd, Manuel Günther, Terrance E. Boult
2016	J	`jnl`	PARAPH: Presentation Attack Rejection by Analyzing Polarization Hypotheses. CoRR Ethan M. Rudd, Manuel Günther, Terrance E. Boult
2016	J	`jnl`	Towards Robust Deep Neural Networks with BANG. CoRR Andras Rozsa, Manuel Günther, Terrance E. Boult
2015	—	`conf`	Gender Classification by LUT Based Boosting of Overlapping Block Patterns. SCIA Rakesh Mehta, Manuel Günther, Sébastien Marcel
2015	J	`jnl`	Impact of eye detection error on face recognition performance. IET Biom. Abhishek Dutta, Manuel Günther, Laurent El Shafey, Sébastien Marcel, Raymond N. J. Veldhuis, Luuk J. Spreeuwers
2015	J	`jnl`	Reconstruction of images from Gabor graphs with applications in facial image processing. Int. J. Wavelets Multiresolution Inf. Process. Manuel Günther, Stefan Böhringer, Dagmar Wieczorek, Rolf P. Würtz
2014	J	`jnl`	Bi-modal biometric authentication on mobile phones in challenging conditions. Image Vis. Comput. Elie Khoury, Laurent El Shafey, Christopher McCool, Manuel Günther, Sébastien Marcel
2014	J	`jnl`	Score calibration in face recognition. IET Biom. Miranti Indar Mandasari, Manuel Günther, Roy Wallace, Rahim Saeidi, Sébastien Marcel, David A. van Leeuwen
2013	—	`conf`	The 2013 face recognition evaluation in mobile environment. ICB Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel
2013	—	`conf`	The 2013 speaker recognition evaluation in mobile environment. ICB Elie Khoury, Bostjan Vesnicer, Javier Franco-Pedroso, Ricardo P. V. Violato, Z. Boulkcnafet, L. M. Mazaira Fernandez, Mireia Díez, J. Kosmala, Houssemeddine Khemiri, T. Cipr, Rahim Saeidi, Manuel Günther, Jerneja Zganec-Gros, Rubén Zazo-Candil, Flávio Olmos Simões, Messaoud Bengherabi, Agustín Álvarez-Marquina, Mikel Peñagarikano, Alberto Abad, M. Boulayemen, Petr Schwarz, David A. van Leeuwen, Javier Gonzalez-Dominguez, Mário Uliani Neto, Elhocine Boutellaa, Pedro Gómez-Vilda, Amparo Varona, Dijana Petrovska-Delacrétaz, Pavel Matejka, Joaquín González-Rodríguez, Tiago Freitas Pereira, Farid Harizi, Luis Javier Rodríguez-Fuentes, Laurent El Shafey, Marcus A. Angeloni, Germán Bordel, Gérard Chollet, Sébastien Marcel
2012	—	`conf`	An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms. ECCV Workshops (3) Manuel Günther, Roy Wallace, Sébastien Marcel
2012	A*	`conf`	Bob: a free signal processing and machine learning toolbox for researchers. ACM Multimedia André Anjos, Laurent El Shafey, Roy Wallace, Manuel Günther, Christopher McCool, Sébastien Marcel
2012	—	`conf`	Face Recognition with Disparity Corrected Gabor Phase Differences. ICANN (1) Manuel Günther, Dennis Haufe, Rolf P. Würtz
2012	—	`—`	Statistical Gabor graph based techniques for the detection, recognition, classification, and visualization of human faces. Manuel Günther
2009	J	`jnl`	Face Detection and Recognition Using Maximum Likelihood Classifiers on Gabor Graphs. Int. J. Pattern Recognit. Artif. Intell. Manuel Günther, Rolf P. Würtz