2024

1. A deep learning method that identifies cellular heterogeneity using nanoscale nuclear features

   Nature Machine Intelligence

2. An End-to-End Approach for Graph-based Multi-view Data Clustering

   IEEE Transactions on Big Data

3. Analysis of Point Cloud Domain Gap Effects for 3D Object Detection Evaluation

   Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

4. Automatic mapping of aquaculture activity in the Atlantic Ocean

   International Journal of Applied Earth Observation and Geoinformation, Vol. 132

5. COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge

   Sensors, Vol. 24, Núm. 5

6. Clustering using graph convolution networks

   Progress in Artificial Intelligence

7. D-TrAttUnet: Toward hybrid CNN-transformer architecture for generic and subtle segmentation in medical images

   Computers in Biology and Medicine, Vol. 176

8. DL4MicEverywhere: deep learning for microscopy made flexible, shareable and reproducible

   Nature methods

9. Data and Label Graph Fusion for Semi-supervised Learning: Application to Image Categorization

   IS and T International Symposium on Electronic Imaging Science and Technology

10. Data augmentation for deep visual recognition using superpixel based pairwise image fusion

    Information Fusion, Vol. 107

11. Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes

    Artificial Intelligence Review, Vol. 57, Núm. 4

12. Environmental Constraints for Intelligent Internet of Deep-Sea/Underwater Things Relying on Enterprise Architecture Approach

    Sensors, Vol. 24, Núm. 8

13. Facial Age Estimation Using Multi-Stage Deep Neural Networks

    Electronics (Switzerland), Vol. 13, Núm. 16

14. Image Augmentation Preserving Object Parts Using Superpixels of Variable Granularity

    Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

15. Joint Label Propagation, Graph and Latent Subspace Estimation for Semi-supervised Classification

    Cognitive Computation, Vol. 16, Núm. 3, pp. 827-840

16. LCAMix: Local-and-contour aware grid mixing based data augmentation for medical image segmentation

    Information Fusion, Vol. 110

17. LGCOAMix: Local and Global Context-and-Object-Part-Aware Superpixel-Based Data Augmentation for Deep Visual Recognition

    IEEE Transactions on Image Processing, Vol. 33, pp. 205-215

18. Large Scale Graph Construction and Label Propagation

    Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

19. Learning Gaze-aware Compositional GAN from Limited Annotations

    Proceedings of the ACM on Computer Graphics and Interactive Techniques, Vol. 7, Núm. 2

20. Lung pneumonia severity scoring in chest X-ray images using transformers

    Medical and Biological Engineering and Computing, Vol. 62, Núm. 8, pp. 2389-2407