Sumedha Singla
4 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird π± Topic Pioneer
π
Trend Setter
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Research topics
Keywords
counterfactual explanation
(2)
topic modeling
(1)
model interpretability
(1)
saliency map
(1)
generative model
(1)
probabilistic model
(1)
decision boundary
(1)
out-of-distribution detection
(1)
vision-language model
(1)
uncertainty estimation
(1)
classifier calibration
(1)
ai-generated content detection
(1)
latent feature space
(1)
social media platform
(1)
black-box classifier
(1)
disease severity
(1)
data augmentation
(1)
tissue subtyping
(1)
Papers
Detecting AI-Generated Content on Social Media with Multi-modal Language Models
ACL 2026
Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier
WACV 2023
Incorporating External Information in Tissue Subtyping: A Topic Modeling Approach
MLHC 2021
Explanation by Progressive Exaggeration
ICLR 2020