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Keynote: Beyond Supervised Learning
Exploring Novel Machine Learning Approaches for Robust Medical Image AnalysisSpringer Verlag | 2023| -
METHOD AND SYSTEM FOR CONFIDENCE ESTIMATION OF A TRAINED DEEP LEARNING MODEL
Free accessEuropean Patent Office | 2022| -
Exploring the Hyperparameter Space of Image Diffusion Models for Echocardiogram Generation
Free accessArXiv | 2023| -
METHOD AND SYSTEM FOR CONFIDENCE ESTIMATION OF A TRAINED DEEP LEARNING MODEL
Free accessEuropean Patent Office | 2022| -
Quantifying Sample Anonymity in Score-Based Generative Models with Adversarial Fingerprinting
Free accessArXiv | 2023| -
METHOD AND SYSTEM FOR CONFIDENCE ESTIMATION OF A TRAINED DEEP LEARNING MODEL
Free accessEuropean Patent Office | 2020| -
Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference
Free accessArXiv | 2023| -
Exploring the Relationship Between Segmentation Uncertainty, Segmentation Performance and Inter-observer Variability with Probabilistic Networks
British Library Conference Proceedings | 2019| -
A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis
Free accessArXiv | 2019| -
Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment
Springer Verlag | 2020| -
Projective Latent Interventions for Understanding and Fine-Tuning Classifiers
Springer Verlag | 2020| -
Projective Latent Interventions for Understanding and Fine-tuning Classifiers
Free accessArXiv | 2020|
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