Pablo Morales-Álvarez - Publications, H-index & Citations

Pablo Morales-Álvarez

University of Granada

11H指数

50论文数

492被引数

收录论文 17

发表时间

Torchmil: A PyTorch-based library for deep multiple instance learning Torchmil: 一个基于PyTorch的深度多重实例学习库

Neurocomputing

IF6.5

2026-03-10

OAAI

Francisco M. Castro-Macías; Francisco J. Sáez-Maldonado; Pablo Morales-Álvarez; Rafael Molina

BayesAdapter: Enhanced Uncertainty Estimation in CLIP Few-Shot Adaptation BayesAdapter：CLIP少样本适应中增强的不确定性估计

International Journal of Computer Vision

IF9.3

2026-01-10

PREAI

Pablo Morales-Álvarez; Stergios Christodoulidis; Maria Vakalopoulou; Pablo Piantanida; Jose Dolz

Probabilistic smooth attention for deep multiple instance learning in medical imaging 医学影像中深度多实例学习的概率平滑注意力

Pattern Recognition

IF7.6

2025-07-08

OAAI

Francisco M. Castro-Macías; Pablo Morales-Álvarez; Yunan Wu; Rafael Molina; Aggelos K. Katsaggelos

Probabilistic Attention Based on Gaussian Processes for Deep Multiple Instance Learning 基于高斯过程的深度多示例学习概率注意

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-08-01

OAAI

Schmidt, Arne; Morales-Alvarez, Pablo; Molina, Rafael

Focused active learning for histopathological image classification *聚焦主动学习在组织病理学图像分类中的应用 *

MEDICAL IMAGE ANALYSIS

IF11.8

2024-07-01

OAAI

Schmidt, Arne; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Newberg, Lee A.; Enquobahrie, Andinet; Molina, Rafael; Katsaggelos, Aggelos K.

Hyperbolic Secant representation of the logistic function: Application to probabilistic Multiple Instance Learning for CT intracranial hemorrhage detection

artificial intelligence review

IF4.6

2024-06-01

OAAI

Castro-Macias, FranciscoM.; Morales-Alvarez, Pablo; Wu, Yunan; Molina, Rafael; Katsaggelos, Aggelos K.

An end-to-end approach to combine attention feature extraction and Gaussian Process models for deep multiple instance learning in CT hemorrhage detection 一种结合注意力特征提取和高斯过程模型的端到端深度多示例学习方法在CT出血检测中的应用

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-04-01

PREAI

Perez-Cano, Jose; Wu, Yunan; Schmidt, Arne; Lopez-Perez, Miguel; Morales-Alvarez, Pablo; Molina, Rafael; Katsaggelos, Aggelos K.

Learning from crowds for automated histopathological image segmentation

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

IF4.9

2024-03-01

OAAI

Lopez-Perez, Miguel; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Felicelli, Christopher; Goldstein, Jeffery; Vadasz, Brian; Molina, Rafael; Katsaggelos, Aggelos K.

Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images 在多实例学习中引入实例标签相关性。组织病理学图像在癌症检测中的应用

PATTERN RECOGNITION

IF7.6

2024-02-01

OAAI

Morales-Alvarez, Pablo; Schmidt, Arne; Hernandez-Lobato, Jose Miguel; Molina, Rafael

Probabilistic fusion of crowds and experts for the search of gravitational waves

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-02-01

OAAI

Ruiz, Pablo; Morales-Alvarez, Pablo; Coughlin, Scott; Molina, Rafael; Katsaggelos, Aggelos K.

Deep Gaussian Processes for Classification With Multiple Noisy Annotators. Application to Breast Cancer Tissue Classification

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Lopez-Perez, Miguel; Morales-Alvarez, Pablo; Cooper, Lee A. D.; Molina, Rafael; Katsaggelos, Aggelos K.

Learning from crowds in digital pathology using scalable variational Gaussian processes

SCIENTIFIC REPORTS

IF3.9

2021-06-02

OAAI

Lopez-Perez, Miguel; Amgad, Mohamed; Morales-Alvarez, Pablo; Ruiz, Pablo; Cooper, Lee A. D.; Molina, Rafael; Katsaggelos, Aggelos K.

Deep Gaussian processes for biogeophysical parameter retrieval and model inversion 用于生物地球物理参数反演和模型反演的深度高斯过程

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2020-08-01

OAAI

Svendsen, Daniel Heestermans; Morales-Alvarez, Pablo; Belen Ruesca, Ana; Molina, Rafael; Camps-Valls, Gustau

Scalable and efficient learning from crowds with Gaussian processes

INFORMATION FUSION

IF15.5

2019-12-01

OAAI

Morales-Alvarez, Pablo; Ruiz, Pablo; Santos-Rodriguez, Raul; Molina, Rafael; Katsaggelos, Aggelos K.

Learning from crowds with variational Gaussian processes

PATTERN RECOGNITION

IF7.6

2019-04-01

OAAI

Ruiz, Pablo; Morales-Alvarez, Pablo; Molina, Rafael; Katsaggelos, Aggelos K.

Remote Sensing Image Classification With Large-Scale Gaussian Processes

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2018-02-01

OAAI

Morales-Alvarez, Pablo; Perez-Suay, Adrian; Molina, Rafael; Camps-Valls, Gustau

Candida dubliniensis, a new fungal pathogen

JOURNAL OF BASIC MICROBIOLOGY

IF2.7

2002-06-01

OAAI

Gutiérrez, J; Morales, P; González, MA; Quindós, G

研究方向