Iii, John W. Fisher

43 publications

NeurIPS 2020 Belief-Dependent Macro-Action Discovery in POMDPs Using the Value of Information Genevieve Flaspohler, Nicholas A. Roy, John W. Fisher Iii

NeurIPS 2020 Sequential Bayesian Experimental Design with Variable Cost Structure Sue Zheng, David Hayden, Jason Pacheco, John W. Fisher Iii

CVPR 2017 Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher Iii

CVPRW 2017 On the Role of Representations for Reasoning in Large-Scale Urban Scenes Randi Cabezas, Maros Blaha, Sue Zheng, Guy Rosman, Konrad Schindler, John W. Fisher Iii

AISTATS 2016 Dreaming More Data: Class-Dependent Distributions over Diffeomorphisms for Learned Data Augmentation Søren Hauberg, Oren Freifeld, Anders Boesen Lindbo Larsen, John W. Fisher Iii, Lars Kai Hansen

UAI 2016 Efficient Observation Selection in Probabilistic Graphical Models Using Bayesian Lower Bounds Dilin Wang, John W. Fisher Iii, Qiang Liu

CVPR 2016 Information-Driven Adaptive Structured-Light Scanners Guy Rosman, Daniela Rus, John W. Fisher Iii

AISTATS 2015 A Dirichlet Process Mixture Model for Spherical Data Julian Straub, Jason Chang, Oren Freifeld, John W. Fisher Iii

AAAI 2015 A Theoretical Analysis of Optimization by Gaussian Continuation Hossein Mobahi, John W. Fisher Iii

UAI 2015 Estimating the Partition Function by Discriminance Sampling Qiang Liu, Jian Peng, Alexander Ihler, John W. Fisher Iii

ICCV 2015 Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple Oren Freifeld, Soren Hauberg, Kayhan Batmanghelich, John W. Fisher Iii

NeurIPS 2015 Probabilistic Variational Bounds for Graphical Models Qiang Liu, John W. Fisher Iii, Alex Ihler

ICCV 2015 Semantically-Aware Aerial Reconstruction from Multi-Modal Data Randi Cabezas, Julian Straub, John W. Fisher Iii

CVPR 2015 Small-Variance Nonparametric Clustering on the Hypersphere Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher Iii

NeurIPS 2015 Streaming, Distributed Variational Inference for Bayesian Nonparametrics Trevor Campbell, Julian Straub, John W. Fisher Iii, Jonathan P How

CVPR 2014 A Mixture of Manhattan Frames: Beyond the Manhattan World Julian Straub, Guy Rosman, Oren Freifeld, John J. Leonard, John W. Fisher Iii

CVPR 2014 Aerial Reconstructions via Probabilistic Data Fusion Randi Cabezas, Oren Freifeld, Guy Rosman, John W. Fisher Iii

ECCV 2014 Bayesian Nonparametric Intrinsic Image Decomposition Jason Chang, Randi Cabezas, John W. Fisher Iii

AISTATS 2014 Bayesian Switching Interaction Analysis Under Uncertainty Zoran Dzunic, John W. Fisher Iii

NeurIPS 2014 Coresets for K-Segmentation of Streaming Data Guy Rosman, Mikhail Volkov, Dan Feldman, John W. Fisher Iii, Daniela Rus

NeurIPS 2014 Parallel Sampling of HDPs Using Sub-Cluster Splits Jason Chang, John W. Fisher Iii

CVPR 2013 A Video Representation Using Temporal Superpixels Jason Chang, Donglai Wei, John W. Fisher Iii

NeurIPS 2013 Parallel Sampling of DP Mixture Models Using Sub-Cluster Splits Jason Chang, John W. Fisher Iii

ICCV 2013 Topology-Constrained Layered Tracking with Latent Flow Jason Chang, John W. Fisher Iii

ECCV 2012 Learning Deformations with Parallel Transport Donglai Wei, Dahua Lin, John W. Fisher Iii

CVPR 2012 Low Level Vision via Switchable Markov Random Fields Dahua Lin, John W. Fisher Iii

CVPR 2012 Manifold Guided Composite of Markov Random Fields for Image Modeling Dahua Lin, John W. Fisher Iii

CVPR 2011 Efficient MCMC Sampling with Implicit Shape Representations Jason Chang, John W. Fisher Iii

CVPR 2010 Modeling and Estimating Persistent Motion with Geometric Flows Dahua Lin, Eric Grimson, John W. Fisher Iii

ICCV 2009 Analysis of Orientation and Scale in Smoothly Varying Textures Jason Chang, John W. Fisher Iii

CVPR 2009 Automatic Registration of LIDAR and Optical Images of Urban Scenes Andrew Mastin, Jeremy Kepner, John W. Fisher Iii

CVPR 2009 Learning Visual Flows: A Lie Algebraic Approach Dahua Lin, W. Eric L. Grimson, John W. Fisher Iii

ICCV 2007 Detecting Cortical Surface Regions in Structural MR Data Biswajit Bose, John W. Fisher Iii, Bruce Fischl, Oliver Hinds, Eric Grimson

AISTATS 2007 Dynamic Factorization Tests: Applications to Multi-Modal Data Association Michael R. Siracusa, John W. Fisher Iii

AISTATS 2007 Performance Guarantees for Information Theoretic Active Inference Jason L. Williams, John W. Fisher Iii, Alan S. Willsky

CVPR 2005 Combining Object and Feature Dynamics in Probabilistic Tracking Leonid Taycher, John W. Fisher Iii, Trevor Darrell

JMLR 2005 Loopy Belief Propagation: Convergence and Effects of Message Errors Alexander T. Ihler, John W. Fisher Iii, Alan S. Willsky

ECCV 2004 Combining Simple Models to Approximate Complex Dynamics Leonid Taycher, John W. Fisher Iii, Trevor Darrell

JMLR 2003 ICA Using Spacings Estimates of Entropy Erik G. Learned-Miller, John W. Fisher Iii

ECCV 2002 Face Recognition from Long-Term Observations Gregory Shakhnarovich, John W. Fisher Iii, Trevor Darrell

ECCV 2002 Probabalistic Models and Informative Subspaces for Audiovisual Correspondence John W. Fisher Iii, Trevor Darrell

NeurIPS 2000 Learning Joint Statistical Models for Audio-Visual Fusion and Segregation John W. Fisher Iii, Trevor Darrell, William T. Freeman, Paul A. Viola

NeurIPS 1999 Learning Informative Statistics: A Nonparametnic Approach John W. Fisher Iii, Alexander T. Ihler, Paul A. Viola