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08/23/2023
Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition
With the ever-growing complexity of deep learning models for face recogn...
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06/05/2023
Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing Detection
Morphing attacks keep threatening biometric systems, especially face rec...
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03/08/2023
Unimodal Distributions for Ordinal Regression
In many real-world prediction tasks, class labels contain information ab...
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01/06/2023
A CAD System for Colorectal Cancer from WSI: A Clinically Validated Interpretable ML-based Prototype
The integration of Artificial Intelligence (AI) and Digital Pathology ha...
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11/22/2022
PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric (Face) Recognition
In the context of biometrics, matching confidence refers to the confiden...
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08/19/2022
Explainable Biometrics in the Age of Deep Learning
Systems capable of analyzing and quantifying human physical or behaviora...
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08/16/2022
OrthoMAD: Morphing Attack Detection Through Orthogonal Identity Disentanglement
Morphing attacks are one of the many threats that are constantly affecti...
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08/04/2022
OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware Occlusions
This work summarizes the IJCB Occluded Face Recognition Competition 2022...
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05/25/2022
Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes
Treatments for breast cancer have continued to evolve and improve in rec...
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04/26/2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms?
The increasing popularity of attention mechanisms in deep learning algor...
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03/01/2022
Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector
Cancer is one of the leading causes of death in the developed world. Can...
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11/22/2021
Myope Models – Are face presentation attack detection models short-sighted?
Presentation attacks are recurrent threats to biometric systems, where i...
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10/28/2021
FocusFace: Multi-task Contrastive Learning for Masked Face Recognition
SARS-CoV-2 has presented direct and indirect challenges to the scientifi...
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08/02/2021
My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face Recognition
The recent Covid-19 pandemic and the fact that wearing masks in public i...
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09/29/2020
Tackling unsupervised multi-source domain adaptation with optimism and consistency
It has been known for a while that the problem of multi-source domain ad...
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03/31/2019
SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected Entities
We propose a framework to model the distribution of sequential data comi...
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05/03/2018
Dimensional emotion recognition using visual and textual cues
This paper addresses the problem of automatic emotion recognition in the...
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11/17/2017
Deep Local Binary Patterns
Local Binary Pattern (LBP) is a traditional descriptor for texture analy...
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05/14/2014
Active Mining of Parallel Video Streams
The practicality of a video surveillance system is adversely limited by ...
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11/14/2010