← Authors

John W. Fisher III

19 papers · 2003–2020 · 4 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (17) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (4) πŸ—ΊοΈ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) πŸ”¬ Deep Specialist (10) 🌱 Topic Pioneer πŸ—ƒοΈ Keyword Collector (102) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (19) πŸ”₯ Unstoppable (5) ⚑ Prolific Year (5)

Conferences

CVPR (7) NIPS (7) ICCV (3) JMLR (2)

Top co-authors

Julian Straub (5) Jason Chang (4) Guy Rosman (4) Oren Freifeld (3) Trevor Campbell (3) Daniela Rus (2) Jason Pacheco (2) Jonathan P. How (2) Randi Cabezas (2) John J. Leonard (1)

Research topics

Statistics (1)

Keywords

bayesian nonparametrics (4) probabilistic model (3) markov chain monte carlo (3) probabilistic modeling (3) 3d reconstruction (3) bayesian nonparametric (3) gibbs sampling (3) mcmc sampling (3) mixture model (2) streaming algorithm (2) aerial imagery (2) graphical model (2) clustering algorithm (2) bayesian inference (2) belief propagation (2) gaussian process (2) unsupervised learning (2) variational inference (2) regret bound (2) video segmentation (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