Krzysztof J. Geras
6 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (11) π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge π Renaissance Researcher (5)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(27)
π§
Keyword Pioneer
π§¬
Topic Evolution
π₯
Unstoppable
(6)
π
Conference Pioneer
π
Trend Setter
Conferences
MIDL (2)
AAAI (1)
CVPR (1)
MLHC (1)
NIPS (1)
Top co-authors
Keywords
image classification
(3)
semantic segmentation
(2)
saliency map
(2)
pseudo label
(2)
self-supervised learning
(1)
medical imaging
(1)
supervised contrastive learning
(1)
feature attribution
(1)
medical image classification
(1)
multiple instance learning
(1)
multi-view learning
(1)
weakly-supervised learning
(1)
self-paced learning
(1)
deep neural network
(1)
foundation model
(1)
uncertainty estimation
(1)
medical diagnosis
(1)
multi-modal fusion
(1)
chest x-ray
(1)
mortality prediction
(1)
Papers
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
NIPS 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