Human-Centric Multimodal Machine Learning: Recent Advances and Testbed
on AI-based Recruitment

Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment

13 February 2023

Alejandro Peña

Ignacio Serna

Aythami Morales

Julian Fierrez

Ainhoa Herrarte

Manuel Alcántara

J. Ortega-Garcia

Papers citing "Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment"

18 / 18 papers shown

Title
More is Less? A Simulation-Based Approach to Dynamic Interactions between Biases in Multimodal Models Mounia Drissi 36 0 0 23 Dec 2024
Using AI Alignment Theory to understand the potential pitfalls of regulatory frameworks Alejandro Tlaie 22 0 0 10 Oct 2024
VideoRun2D: Cost-Effective Markerless Motion Capture for Sprint Biomechanics Gonzalo Garrido-López Luis F. Gomez Julian Fierrez Aythami Morales Ruben Tolosana Javier Rueda Enrique Navarro 25 1 0 16 Sep 2024
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics Imanol Solano Alejandro Peña Aythami Morales Julian Fierrez Ruben Tolosana F. Zamora-Martínez Javier San Agustin 32 1 0 03 Sep 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 48 9 0 27 Jun 2024
A Data-to-Product Multimodal Conceptual Framework to Achieve Automated Software Evolution for Context-rich Intelligent Applications Songhui Yue 29 1 0 07 Apr 2024
Is my Data in your AI Model? Membership Inference Test with Application to Face Images Daniel DeAlcala Aythami Morales Gonzalo Mancera Julian Fierrez Ruben Tolosana J. Ortega-Garcia CVBM 26 7 0 14 Feb 2024
From Google Gemini to OpenAI Q* (Q-Star): A Survey of Reshaping the Generative Artificial Intelligence (AI) Research Landscape Timothy R. McIntosh Teo Susnjak Tong Liu Paul Watters Malka N. Halgamuge 79 46 0 18 Dec 2023
SaFL: Sybil-aware Federated Learning with Application to Face Recognition Mahdieh Ghafourian Julian Fierrez R. Vera-Rodríguez Ruben Tolosana Aythami Morales 10 1 0 07 Nov 2023
mEBAL2 Database and Benchmark: Image-based Multispectral Eyeblink Detection Roberto Daza Aythami Morales Julian Fierrez Ruben Tolosana R. Vera-Rodríguez 22 7 0 14 Sep 2023
Document Layout Annotation: Database and Benchmark in the Domain of Public Affairs Alejandro Peña Aythami Morales Julian Fierrez J. Ortega-Garcia M. Grande Iñigo Puente Jorge Cordova Gonzalo Cordova 18 3 0 12 Jun 2023
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs Alejandro Peña Aythami Morales Julian Fierrez Ignacio Serna J. Ortega-Garcia Iñigo Puente Jorge Cordova Gonzalo Cordova 21 17 0 05 Jun 2023
M2LADS: A System for Generating MultiModal Learning Analytics Dashboards in Open Education Álvaro Becerra Roberto Daza Ruth Cobos Aythami Morales M. Cukurova Julian Fierrez 23 7 0 21 May 2023
Toward Face Biometric De-identification using Adversarial Examples Mahdieh Ghafourian Julian Fierrez Luis F. Gomez R. Vera-Rodríguez Aythami Morales Zohra Rezgui Raymond N. J. Veldhuis PICV AAML 11 7 0 07 Feb 2023
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 120 200 0 05 Mar 2020
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,233 0 24 Jun 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,189 0 30 Oct 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,316 0 28 May 2015