John W. Fisher III
19 papers · 2003–2020 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Renaissance Researcher (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird
π
Conference Polyglot
(4)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(4)
π¬
Deep Specialist
(10)
π±
Topic Pioneer
ποΈ
Keyword Collector
(102)
π
Conference Pioneer
π
Trend Setter
π
Century Club
(19)
π₯
Unstoppable
(5)
β‘
Prolific Year
(5)
Conferences
CVPR (7)
NIPS (7)
ICCV (3)
JMLR (2)
Top co-authors
Research topics
Keywords
bayesian nonparametrics
(6)
markov chain monte carlo
(3)
gibbs sampling
(3)
mcmc sampling
(3)
3d reconstruction
(3)
probabilistic model
(3)
probabilistic modeling
(3)
aerial imagery
(2)
streaming algorithm
(2)
mixture model
(2)
clustering algorithm
(2)
regret bound
(2)
gaussian process
(2)
bayesian inference
(2)
unsupervised learning
(2)
graphical model
(2)
belief propagation
(2)
variational inference
(2)
video segmentation
(1)
independent component analysis
(1)
Papers
Sequential Bayesian Experimental Design with Variable Cost Structure
NIPS 2020
Belief-Dependent Macro-Action Discovery in POMDPs using the Value of Information
NIPS 2020
Nonparametric Object and Parts Modeling With Lie Group Dynamics
CVPR 2020
Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures
CVPR 2017
Information-Driven Adaptive Structured-Light Scanners
CVPR 2016
Streaming, Distributed Variational Inference for Bayesian Nonparametrics
NIPS 2015
Probabilistic Variational Bounds for Graphical Models
NIPS 2015
Semantically-Aware Aerial Reconstruction From Multi-Modal Data
ICCV 2015
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple
ICCV 2015
Small-Variance Nonparametric Clustering on the Hypersphere
CVPR 2015
Parallel Sampling of HDPs using Sub-Cluster Splits
NIPS 2014
Coresets for k-Segmentation of Streaming Data
NIPS 2014
A Mixture of Manhattan Frames: Beyond the Manhattan World
CVPR 2014
Aerial Reconstructions via Probabilistic Data Fusion
CVPR 2014
Parallel Sampling of DP Mixture Models using Sub-Cluster Splits
NIPS 2013
A Video Representation Using Temporal Superpixels
CVPR 2013
Topology-Constrained Layered Tracking with Latent Flow
ICCV 2013
Loopy Belief Propagation: Convergence and Effects of Message Errors
JMLR 2005
ICA Using Spacings Estimates of Entropy
JMLR 2003