Deepta Rajan
4 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
MIDL (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
medical imaging
(1)
attention mechanism
(1)
image synthesis
(1)
model interpretability
(1)
mutual information
(1)
selective classification
(1)
convolutional neural network
(1)
energy-based model
(1)
out-of-distribution detection
(1)
latent space
(1)
counterfactual explanation
(1)
open-set recognition
(1)
medical diagnosis
(1)
computed tomography
(1)
fairness criterion
(1)
pulmonary embolism
(1)
group disparity
(1)
precision disparity
(1)
synthetic augmentation
(1)
sufficiency criterion
(1)
Papers
Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors
MIDL 2023
Designing Counterfactual Generators using Deep Model Inversion
NIPS 2021
Fair Selective Classification Via Sufficiency
ICML 2021
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study
MIDL 2020