Deepfakes Detection with Automatic Face Weighting D Mas Montserrat, H Hao, SK Yarlagadda, S Baireddy, R Shao, J Horvath, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 150 | 2020 |
Training object detection and recognition CNN models using data augmentation DM Montserrat, Q Lin, J Allebach, EJ Delp Electronic Imaging 29, 27-36, 2017 | 103 | 2017 |
Handbook of digital face manipulation and detection: from DeepFakes to morphing attacks C Rathgeb, R Tolosana, R Vera-Rodriguez, C Busch Springer Nature, 2022 | 60 | 2022 |
Manipulation detection in satellite images using vision transformer J Horváth, S Baireddy, H Hao, DM Montserrat, EJ Delp Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 33 | 2021 |
LAI-Net: Local-Ancestry Inference With Neural Networks DM Montserrat, C Bustamante, A Ioannidis ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 28 | 2020 |
Manipulation detection in satellite images using deep belief networks J Horváth, DM Montserrat, H Hao, EJ Delp Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 26 | 2020 |
Class-Conditional VAE-GAN for Local-Ancestry Simulation DM Montserrat, C Bustamante, A Ioannidis Machine Learning in Computational Biology (MLCB), 2019 | 24* | 2019 |
Logo detection and recognition with synthetic images DM Montserrat, Q Lin, J Allebach, EJ Delp Electronic Imaging 30, 1-7, 2018 | 24 | 2018 |
Generative autoregressive ensembles for satellite imagery manipulation detection DM Montserrat, J Horváth, SK Yarlagadda, F Zhu, EJ Delp 2020 IEEE International Workshop on Information Forensics and Security (WIFS …, 2020 | 18 | 2020 |
High resolution ancestry deconvolution for next generation genomic data H Hilmarsson, AS Kumar, R Rastogi, CD Bustamante, DM Montserrat, ... bioRxiv, 2021.09. 19.460980, 2021 | 17 | 2021 |
Shadow removal detection and localization for forensics analysis SK Yarlagadda, D Güera, DM Montserrat, FM Zhu, EJ Delp, P Bestagini, ... ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 17 | 2019 |
Archetypal analysis for population genetics J Gimbernat-Mayol, A Dominguez Mantes, CD Bustamante, ... PLoS Computational Biology 18 (8), e1010301, 2022 | 15 | 2022 |
Neural admixture for rapid genomic clustering A Dominguez Mantes, D Mas Montserrat, CD Bustamante, X Giró-i-Nieto, ... Nature computational science 3 (7), 621-629, 2023 | 14* | 2023 |
Deepfake detection using multiple data modalities H Hao, ER Bartusiak, D Güera, D Mas Montserrat, S Baireddy, Z Xiang, ... Handbook of digital face manipulation and Detection: From DeepFakes to …, 2022 | 13 | 2022 |
Saliency-aware class-agnostic food image segmentation SK Yarlagadda, DM Montserrat, D Güera, CJ Boushey, DA Kerr, F Zhu ACM Transactions on Computing for Healthcare 2 (3), 1-17, 2021 | 12 | 2021 |
SALAI-Net: species-agnostic local ancestry inference network B Oriol Sabat, D Mas Montserrat, X Giro-i-Nieto, AG Ioannidis Bioinformatics 38 (Supplement_2), ii27-ii33, 2022 | 10 | 2022 |
Generative moment matching networks for genotype simulation M Perera, DM Montserrat, M Barrabés, M Geleta, X Giró-i-Nieto, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 9 | 2022 |
Scalable logo detection and recognition with minimal labeling DM Montserrat, Q Lin, J Allebach, E Delp 2018 IEEE Conference on Multimedia Information Processing and Retrieval …, 2018 | 9 | 2018 |
Deconvoluting complex correlates of COVID-19 severity with a multi-omic pandemic tracking strategy VN Parikh, AG Ioannidis, D Jimenez-Morales, JE Gorzynski, HN De Jong, ... Nature communications 13 (1), 5107, 2022 | 8* | 2022 |
Open-set source attribution for panchromatic satellite imagery ED Cannas, S Baireddy, ER Bartusiak, SK Yarlagadda, DM Montserrat, ... 2021 IEEE International Conference on Image Processing (ICIP), 3038-3042, 2021 | 8 | 2021 |