Omesh Tickoo
5 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
ECCV (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
bayesian deep learning
(2)
stochastic variational inference
(2)
variational inference
(2)
uncertainty quantification
(2)
activity recognition
(1)
rate distortion
(1)
empirical baye
(1)
deep neural network
(1)
variational autoencoder
(1)
bayesian neural network
(1)
distributional shift
(1)
uncertainty calibration
(1)
predictive uncertainty
(1)
weight prior
(1)
feature compression
(1)
neural network
(1)
bayesian deep neural network
(1)
unsupervised learning
(1)
split computing
(1)
hierarchical modeling
(1)
Papers
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN Models
CVPR 2023
incDFM: Incremental Deep Feature Modeling for Continual Novelty Detection
ECCV 2022
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