Ranganath Krishnan
4 papers · 2019–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
AAAI (2)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
stochastic variational inference
(2)
bayesian deep learning
(2)
uncertainty quantification
(2)
variational inference
(2)
model calibration
(1)
multimodal learning
(1)
activity recognition
(1)
random matrix theory
(1)
empirical baye
(1)
deep neural network
(1)
adversarial defense
(1)
bayesian neural network
(1)
distributional shift
(1)
uncertainty calibration
(1)
jailbreak defense
(1)
predictive uncertainty
(1)
weight prior
(1)
neural network
(1)
causal inference
(1)
bayesian deep neural network
(1)
Papers
EigenShield: Inference-Time, Model-Agnostic Jailbreaking Defense via Causal Subspace Filtering
AAAI 2026
Improving model calibration with accuracy versus uncertainty optimization
NIPS 2020
Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes
AAAI 2020
Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference
ICCV 2019