Srinivas C. Turaga
6 papers · 2009–2022 · 1 conference · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π£ Hot Topic Early Bird
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Academic Marathon
(13)
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Cross-Pollinator
(9)
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Keyword Trendsetter Combo
(5)
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Trend Setter
Conferences
NIPS (6)
Top co-authors
Research topics
Keywords
spike inference
(2)
variational inference
(2)
variational autoencoder
(2)
bayesian inference
(2)
image segmentation
(2)
neural activity
(1)
affinity learning
(1)
rand index
(1)
graph partitioning
(1)
affinity graph
(1)
pixel connectivity
(1)
calcium imaging
(1)
neural population
(1)
action-value function
(1)
agglomerative clustering
(1)
superpixel hierarchies
(1)
electron microscopy
(1)
amortized inference
(1)
dynamical system
(1)
differentiable simulation
(1)
Papers
FourierNets enable the design of highly non-local optical encoders for computational imaging
NIPS 2022
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders
NIPS 2017
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations
NIPS 2017
Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit
NIPS 2017
Learning to Agglomerate Superpixel Hierarchies
NIPS 2011
Maximin affinity learning of image segmentation
NIPS 2009