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Self-Supervised Learning for Patient Stratification and Survival Analysis in Computational Pathology: An Application to Colorectal Cancer

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Self-Supervised Learning for Patient Stratification and Survival Analysis in Computational Pathology: An Application to Colorectal Cancer

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Machine-learning-empowered FDTD/FEM simulations for predictive solar energy absorption in plasmonic metamaterial nanocavity arrays

The multimodality cell segmentation challenge: toward universal solutions

How Gradient Descent Balances Features: A Dynamical Analysis For Two-Layer Neural Networks

Towards Trustworthy Deep Learning for Image Reconstruction

Learning Informative Health Indicators Through Unsupervised Contrastive Learning

Posterior-Based Analysis of Spatio-Temporal Features for Sign Language Assessment

CloudProphet: A Machine Learning-Based Performance Prediction for Public Clouds

Self-supervised Change Detection via Cooperative Learning: A Two-Player Model

Incorporating Projective Geometry into Deep Learning

Context selectivity with dynamic availability enables lifelong continual learning

Random matrix methods for high-dimensional machine learning models

ThermoNeRF: A multimodal Neural Radiance Field for joint RGB-thermal novel view synthesis of building facades

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

Improving the accuracy and interpretability of neural networks for wind power forecasting

Feature-based encoding of face identity by single neurons in the human amygdala and hippocampus

GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence

Optimization Algorithms for Decentralized, Distributed and Collaborative Machine Learning

Biometry and volumetry in multi-centric fetal brain magnetic resonance imaging: assessing the bias of super-resolution reconstruction

A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (2/6)

A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (3/6)