Daniel Mas Montserrat

Orcid: 0000-0002-7946-7724

According to our database1, Daniel Mas Montserrat authored at least 26 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
HyperFast: Instant Classification for Tabular Data.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Neural ADMIXTURE for rapid genomic clustering.
Nat. Comput. Sci., 2023

Adversarial Learning for Feature Shift Detection and Correction.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Adversarial Attacks on Genotype Sequences.
Proceedings of the IEEE International Conference on Acoustics, 2023

Assessing Tree-Based Phenotype Prediction on the UK Biobank.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Genomic Databases Homogenization with Machine Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Archetypal Analysis for population genetics.
PLoS Comput. Biol., 2022

Generative Moment Matching Networks for Genotype Simulation.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Predicting Dog Phenotypes from Genotypes.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Deepfake Detection Using Multiple Data Modalities.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

2021
Saliency-Aware Class-Agnostic Food Image Segmentation.
ACM Trans. Comput. Heal., 2021

Open-Set Source Attribution for Panchromatic Satellite Imagery.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Manipulation Detection in Satellite Images Using Vision Transformer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Generative Autoregressive Ensembles for Satellite Imagery Manipulation Detection.
Proceedings of the 12th IEEE International Workshop on Information Forensics and Security, 2020

Nested Attention U-Net: A Splicing Detection Method for Satellite Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Lai-Net: Local-Ancestry Inference with Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Extra FAT: A Photorealistic Dataset for 6D Object Pose Estimation.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2020, 2020

Deepfakes Detection with Automatic Face Weighting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Manipulation Detection in Satellite Images Using Deep Belief Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Class-Conditional VAE-GAN for Local-Ancestry Simulation.
CoRR, 2019

Multi-View Matching Network for 6D Pose Estimation.
CoRR, 2019

Shadow Removal Detection and Localization for Forensics Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Sleep Analysis Using Motion and Head Detection.
Proceedings of the 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, 2018

Scalable Logo Detection and Recognition with Minimal Labeling.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Logo detection and recognition with synthetic images.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2018, Burlingame, CA, USA, January 28, 2018

2017
Training Object Detection And Recognition CNN Models Using Data Augmentation.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2017, Burlingame, CA, USA, January 29, 2017


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