Picture for Aristeidis Sotiras

Aristeidis Sotiras

from the iSTAGING consortium, for the ADNI

How Effective Can Dropout Be in Multiple Instance Learning ?

Add code
Apr 21, 2025
Viaarxiv icon

Analysis of the MICCAI Brain Tumor Segmentation -- Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre- and Post-treatment MRI

Add code
Apr 16, 2025
Viaarxiv icon

Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation

Add code
Mar 11, 2025
Viaarxiv icon

Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences

Add code
Jan 06, 2025
Figure 1 for Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences
Figure 2 for Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences
Figure 3 for Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences
Figure 4 for Sequence Complementor: Complementing Transformers For Time Series Forecasting with Learnable Sequences
Viaarxiv icon

Multimodal Variational Autoencoder: a Barycentric View

Add code
Dec 29, 2024
Viaarxiv icon

QCResUNet: Joint Subject-level and Voxel-level Segmentation Quality Prediction

Add code
Dec 10, 2024
Viaarxiv icon

DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images

Add code
Oct 03, 2024
Figure 1 for DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images
Figure 2 for DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images
Figure 3 for DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images
Figure 4 for DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images
Viaarxiv icon

DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification

Add code
Jul 04, 2024
Figure 1 for DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification
Figure 2 for DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification
Figure 3 for DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification
Figure 4 for DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification
Viaarxiv icon

SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation

Add code
Jun 21, 2024
Viaarxiv icon

TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning

Add code
May 06, 2024
Figure 1 for TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
Figure 2 for TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
Figure 3 for TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
Figure 4 for TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning
Viaarxiv icon