Ioannis A. Kakadiaris | DeepAI

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Featured Co-authors

Thamar Solorio
35 publications
Xiang Xu
23 publications
Yuhang Wu
14 publications
Nikolaos Sarafianos
13 publications
Furkan Gursoy
10 publications
Evangelos Kazakos
6 publications
Lingfeng Zhang
6 publications
Mahsa Shafaei
5 publications
Christophoros Nikou
5 publications
Pengfei Dou
3 publications
Ali Memariani
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∙ 07/02/2023

Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems

As artificial intelligence plays an increasingly substantial role in dec...

0 Furkan Gursoy, et al. ∙

∙ 09/14/2022

Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models

Criminal recidivism models are tools that have gained widespread adoptio...

0 Eric Ingram, et al. ∙

∙ 08/16/2022

Error Parity Fairness: Testing for Group Fairness in Regression Tasks

The applications of Artificial Intelligence (AI) surround decisions on i...

5 Furkan Gursoy, et al. ∙

∙ 03/01/2022

System Cards for AI-Based Decision-Making for Public Policy

Decisions in public policy are increasingly being made or assisted by au...

0 Furkan Gursoy, et al. ∙

∙ 01/26/2021

A Case Study of Deep Learning Based Multi-Modal Methods for Predicting the Age-Suitability Rating of Movie Trailers

In this work, we explore different approaches to combine modalities for ...

0 Mahsa Shafaei, et al. ∙

∙ 10/08/2020

DBLFace: Domain-Based Labels for NIR-VIS Heterogeneous Face Recognition

Deep learning-based domain-invariant feature learning methods are advanc...

0 Ha Le, et al. ∙

∙ 07/13/2020

DETCID: Detection of Elongated Touching Cells with Inhomogeneous Illumination using a Deep Adversarial Network

Clostridioides difficile infection (C. diff) is the most common cause of...

2 Ali Memariani, et al. ∙

∙ 06/11/2020

On Improving the Generalization of Face Recognition in the Presence of Occlusions

In this paper, we address a key limitation of existing 2D face recogniti...

16 Xiang Xu, et al. ∙

∙ 08/28/2019

Adversarial Representation Learning for Text-to-Image Matching

For many computer vision applications such as image captioning, visual q...

23 Nikolaos Sarafianos, et al. ∙

∙ 03/12/2019

Occlusion-guided compact template learning for ensemble deep network-based pose-invariant face recognition

Concatenation of the deep network representations extracted from differe...

12 Yuhang Wu, et al. ∙

∙ 01/27/2019

Open Source Face Recognition Performance Evaluation Package

Biometrics-related research has been accelerated significantly by deep l...

10 Xiang Xu, et al. ∙

∙ 07/10/2018

Deep Imbalanced Attribute Classification using Visual Attention Aggregation

For many computer vision applications such as image description and huma...

2 Nikolaos Sarafianos, et al. ∙

∙ 05/15/2018

Fully Associative Patch-based 1-to-N Matcher for Face Recognition

This paper focuses on improving face recognition performance by a patch-...

0 Lingfeng Zhang, et al. ∙

∙ 05/07/2018

A Hierarchical Matcher using Local Classifier Chains

This paper focuses on improving the performance of current convolutional...

2 Lingfeng Zhang, et al. ∙

∙ 04/03/2018

Patch-based Face Recognition using a Hierarchical Multi-label Matcher

This paper proposes a hierarchical multi-label matcher for patch-based f...

0 Lingfeng Zhang, et al. ∙

∙ 03/25/2018

A Face Recognition Signature Combining Patch-based Features with Soft Facial Attributes

This paper focuses on improving face recognition performance with a new ...

0 Lingfeng Zhang, et al. ∙

∙ 03/17/2018

Convolutional Point-set Representation: A Convolutional Bridge Between a Densely Annotated Image and 3D Face Alignment

We present a robust method for estimating the facial pose and shape info...

0 Yuhang Wu, et al. ∙

∙ 09/19/2017

Curriculum Learning of Visual Attribute Clusters for Multi-Task Classification

Visual attributes, from simple objects (e.g., backpacks, hats) to soft-b...

0 Nikolaos Sarafianos, et al. ∙

∙ 09/19/2017

When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D for Pose-Invariant Face Recognition

Most of the face recognition works focus on specific modules or demonstr...

0 Xiang Xu, et al. ∙

∙ 09/19/2017

Human Activity Recognition Using Robust Adaptive Privileged Probabilistic Learning

In this work, a novel method based on the learning using privileged info...

0 Michalis Vrigkas, et al. ∙

∙ 04/07/2017

GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild

Facial landmark localization is a fundamental module for face recognitio...

0 Yuhang Wu, et al. ∙

∙ 02/09/2017

Predicting Privileged Information for Height Estimation

In this paper, we propose a novel regression-based method for employing ...

0 Nikolaos Sarafianos, et al. ∙

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