Krzysztof J. Geras
6 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Silver
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Topic Evolution
📈
Trend Setter
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Unstoppable · Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(6)
Deep Learning
(6)
Machine Learning
(5)
Domain-Specific
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Healthcare & Medicine
(2)
Analysis
(2)
Architectures
(2)
Clinical
(2)
Core AI · Computer Vision
(2)
Processing
(2)
Application Areas
(1)
Keywords
image classification
(3)
semantic segmentation
(2)
saliency map
(2)
pseudo label
(2)
self-supervised learning
(1)
medical imaging
(1)
weakly supervised learning
(1)
supervised contrastive learning
(1)
feature attribution
(1)
medical image classification
(1)
multiple instance learning
(1)
multi-view learning
(1)
self-paced learning
(1)
deep neural network
(1)
foundation model
(1)
uncertainty estimation
(1)
multimodal fusion
(1)
medical diagnosis
(1)
chest x-ray
(1)
mortality prediction
(1)
Papers
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
NeurIPS 2024
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning
CVPR 2023
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images
MLHC 2022
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis
MIDL 2021
Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening
MIDL 2020
Classifier-Agnostic Saliency Map Extraction
AAAI 2019