Anoop Korattikara
7 papers · 2011–2020 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (9) π Cross-Pollinator (10)
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Interdisciplinary Bridge
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Keyword Pioneer
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Trend Setter
Conferences
ICLR (2)
AISTATS (1)
CVPR (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
convolutional neural network
(2)
bayesian inference
(2)
stochastic gradient
(1)
learning theory
(1)
image segmentation
(1)
feature extraction
(1)
object detection
(1)
multi-label classification
(1)
model architecture
(1)
posterior sampling
(1)
markov chain monte carlo
(1)
hypothesis testing
(1)
statistical testing
(1)
gradient descent
(1)
posterior inference
(1)
mcmc sampling
(1)
slice sampling
(1)
frequentist analysis
(1)
optimization efficiency
(1)
frequentist hypothesis
(1)
Papers
Measuring the Reliability of Reinforcement Learning Algorithms
ICLR 2020
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following
ICLR 2019
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
CVPR 2017
Im2Calories: Towards an Automated Mobile Vision Food Diary
ICCV 2015
Approximate Slice Sampling for Bayesian Posterior Inference
AISTATS 2014
Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget
ICML 2014
Statistical Tests for Optimization Efficiency
NIPS 2011