Sarah Hooper
5 papers · 2020–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
Conferences
ICCV (1)
ICLR (1)
ICML (1)
MLHC (1)
NIPS (1)
Top co-authors
Keywords
contrastive learning
(1)
stochastic gradient descent
(1)
sample efficiency
(1)
semi-supervised learning
(1)
domain generalization
(1)
self-supervised learning
(1)
medical imaging
(1)
medical image segmentation
(1)
weak supervision
(1)
medical image classification
(1)
latent variable model
(1)
vision language model
(1)
probabilistic label
(1)
spurious feature
(1)
fine-grained reasoning
(1)
zero-shot object detection
(1)
automated medical image classification
(1)
radiological image analysis
(1)
spurious correlation robustness
(1)
labeling source
(1)
Papers
A case for reframing automated medical image classification as segmentation
NIPS 2023
ViLLA: Fine-Grained Vision-Language Representation Learning from Real-World Data
ICCV 2023
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity
MLHC 2022
Cut out the annotator, keep the cutout: better segmentation with weak supervision
ICLR 2021
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods
ICML 2020