Srinivas C. Turaga
6 papers · 2009–2022 · 1 venue · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π§ Keyword Pioneer
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Keyword Trendsetter Combo
(4)
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Trend Setter
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Computer Vision
(3)
Core Methods
(3)
Deep Learning
(2)
Analysis
(2)
Architectures
(2)
Bayesian & Probabilistic
(2)
Learning Types
(2)
Optimization & Theory
(2)
Processing
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Application Areas
(1)
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
NeurIPS 2022
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations
NeurIPS 2017
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders
NeurIPS 2017
Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit
NeurIPS 2017
Learning to Agglomerate Superpixel Hierarchies
NeurIPS 2011
Maximin affinity learning of image segmentation
NeurIPS 2009