| 2020 | CVPR | Nonparametric Object and Parts Modeling With Lie Group Dynamics. | David S. Hayden, Jason Pacheco, John W. Fisher III |
| 2019 | AISTATS | Variational Information Planning for Sequential Decision Making. | Jason Pacheco, John W. Fisher III |
| 2019 | CCGRID | Distributed MCMC Inference in Dirichlet Process Mixture Models Using Julia. | Or Dinari, Angel Yu, Oren Freifeld, John W. Fisher III |
| 2018 | ICML | A Robust Approach to Sequential Information Theoretic Planning. | Sue Zheng, Jason Pacheco, John W. Fisher III |
| 2018 | ICRA | Task-Specific Sensor Planning for Robotic Assembly Tasks. | Guy Rosman, Changhyun Choi, Mehmet Remzi Dogar, John W. Fisher III, Daniela Rus |
| 2017 | CVPR | 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 |
| 2017 | CVPR | Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures. | Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III |
| 2016 | AISTATS | Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation. | Sren Hauberg, Oren Freifeld, Anders Boesen Lindbo Larsen, John W. Fisher III, Lars Kai Hansen |
| 2016 | CVPR | Information-Driven Adaptive Structured-Light Scanners. | Guy Rosman, Daniela Rus, John W. Fisher III |
| 2016 | UAI | Efficient Observation Selection in Probabilistic Graphical Models Using Bayesian Lower Bounds. | Dilin Wang, John W. Fisher III, Qiang Liu |
| 2015 | AAAI | A Theoretical Analysis of Optimization by Gaussian Continuation. | Hossein Mobahi, John W. Fisher III |
| 2015 | AISTATS | A Dirichlet Process Mixture Model for Spherical Data. | Julian Straub, Jason Chang, Oren Freifeld, John W. Fisher III |
| 2015 | CVPR | Small-variance nonparametric clustering on the hypersphere. | Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III |
| 2015 | FUSION | Boosting crowdsourcing with expert labels: Local vs. global effects. | Qiang Liu, Alexander Ihler, John W. Fisher III |
| 2015 | FUSION | Efficient information planning in Gaussian MRFs. | Georgios Papachristoudis, John W. Fisher III |
| 2015 | ICASSP | On the complexity of information planning in Gaussian models. | Georgios Papachristoudis, John W. Fisher III |
| 2015 | ICCV | Semantically-Aware Aerial Reconstruction from Multi-modal Data. | Randi Cabezas, Julian Straub, John W. Fisher III |
| 2015 | ICCV | Highly-Expressive Spaces of Well-Behaved Transformations: Keeping it Simple. | Oren Freifeld, Sren Hauberg, Kayhan N. Batmanghelich, John W. Fisher III |
| 2015 | ICIP | A fast method for inferring high-quality simply-connected superpixels. | Oren Freifeld, Yixin Li, John W. Fisher III |
| 2015 | ICML | Adaptive Belief Propagation. | Georgios Papachristoudis, John W. Fisher III |
| 2015 | IROS | Real-time manhattan world rotation estimation in 3D. | Julian Straub, Nishchal Bhandari, John J. Leonard, John W. Fisher III |
| 2015 | ICRA | Coresets for visual summarization with applications to loop closure. | Mikhail Volkov, Guy Rosman, Dan Feldman, John W. Fisher III, Daniela Rus |
| 2015 | UAI | Estimating the Partition Function by Discriminance Sampling. | Qiang Liu, Jian Peng, Alexander Ihler, John W. Fisher III |
| 2014 | AISTATS | Bayesian Switching Interaction Analysis Under Uncertainty. | Zoran Dzunic, John W. Fisher III |
| 2014 | CVPR | Aerial Reconstructions via Probabilistic Data Fusion. | Randi Cabezas, Oren Freifeld, Guy Rosman, John W. Fisher III |
| 2014 | CVPR | A Mixture of Manhattan Frames: Beyond the Manhattan World. | Julian Straub, Guy Rosman, Oren Freifeld, John J. Leonard, John W. Fisher III |
| 2014 | ECCV | Bayesian Nonparametric Intrinsic Image Decomposition. | Jason Chang, Randi Cabezas, John W. Fisher III |
| 2013 | CVPR | A Video Representation Using Temporal Superpixels. | Jason Chang, Donglai Wei, John W. Fisher III |
| 2013 | ICCV | Topology-Constrained Layered Tracking with Latent Flow. | Jason Chang, John W. Fisher III |
| 2012 | CVPR | Manifold guided composite of Markov random fields for image modeling. | Dahua Lin, John W. Fisher III |
| 2012 | CVPR | Low level vision via switchable Markov random fields. | Dahua Lin, John W. Fisher III |
| 2012 | ECCV | Learning Deformations with Parallel Transport. | Donglai Wei, Dahua Lin, John W. Fisher III |
| 2012 | ICIP | Efficient topology-controlled sampling of implicit shapes. | Jason Chang, John W. Fisher III |
| 2011 | CVPR | Efficient MCMC sampling with implicit shape representations. | Jason Chang, John W. Fisher III |
| 2010 | CVPR | Modeling and estimating persistent motion with geometric flows. | Dahua Lin, Eric Grimson, John W. Fisher III |
| 2009 | CVPR | Learning visual flows: A Lie algebraic approach. | Dahua Lin, W. Eric L. Grimson, John W. Fisher III |
| 2009 | CVPR | Automatic registration of LIDAR and optical images of urban scenes. | Andrew Mastin, Jeremy Kepner, John W. Fisher III |
| 2009 | ICCV | Analysis of orientation and scale in smoothly varying textures. | Jason Chang, John W. Fisher III |
| 2008 | ACSSC | Interaction analysis using switching structured autoregressive models. | Michael R. Siracusa, John W. Fisher III |
| 2008 | ICASSP | Learning max-weight discriminative forests. | Vincent Y. F. Tan, John W. Fisher III, Alan S. Willsky |
| 2007 | ICASSP | Dynamic Dependency Tests for Audio-Visual Speaker Association. | Michael Siracusa, John W. Fisher III |
| 2007 | ICASSP | Performance Guarantees for Information Theoretic Sensor Resource Management. | Jason L. Williams, John W. Fisher III, Alan S. Willsky |
| 2007 | ICCV | Detecting Cortical Surface Regions in Structural MR Data. | Biswajit Bose, John W. Fisher III, Bruce Fischl, Oliver Hinds, Eric Grimson |
| 2007 | MICCAI | MCMC Curve Sampling for Image Segmentation. | Ayres C. Fan, John W. Fisher III, William M. Wells III, James J. Levitt, Alan S. Willsky |
| 2006 | ICASSP | Detection and Localization of Material Releases with Sparse Sensor Configurations. | Emily B. Fox, Jason L. Williams, John W. Fisher III, Alan S. Willsky |
| 2006 | MICCAI | Logarithm Odds Maps for Shape Representation. | Kilian M. Pohl, John W. Fisher III, Martha Elizabeth Shenton, Robert W. McCarley, W. Eric L. Grimson, Ron Kikinis, William M. Wells III |
| 2005 | CVPR | Combining Object and Feature Dynamics in Probabilistic Tracking. | Leonid Taycher, John W. Fisher III, Trevor Darrell |
| 2005 | ICASSP | Estimating dependency and significance for high-dimensional data. | Michael Siracusa, Kinh Tieu, Alexander T. Ihler, John W. Fisher III, Alan S. Willsky |
| 2005 | ICASSP | Optimization approaches to dynamic routing of measurements and models in a sensor network object tracking problem. | Jason L. Williams, John W. Fisher III, Alan S. Willsky |
| 2005 | MICCAI | A Unifying Approach to Registration, Segmentation, and Intensity Correction. | Kilian M. Pohl, John W. Fisher III, James J. Levitt, Martha Elizabeth Shenton, Ron Kikinis, W. Eric L. Grimson, William M. Wells III |
| 2005 | WACV | Incorporating Object Tracking Feedback into Background Maintenance Framework. | Leonid Taycher, John W. Fisher III, Trevor Darrell |
| 2004 | ECCV | Combining Simple Models to Approximate Complex Dynamics. | Leonid Taycher, John W. Fisher III, Trevor Darrell |
| 2004 | ICASSP | Nonparametric belief propagation for sensor self-calibration. | Alexander T. Ihler, John W. Fisher III, Randolph L. Moses, Alan S. Willsky |
| 2004 | MICCAI | Exact MAP Activity Detection in f MRI Using a GLM with an Ising Spatial Prior. | Eric R. Cosman Jr., John W. Fisher III, William M. Wells III |
| 2003 | ICIP | Incorporating complex statistical information in active contour-based image segmentation. | Junmo Kim, John W. Fisher III, Mjdat etin, Anthony J. Yezzi, Alan S. Willsky |
| 2003 | ICMI | A multi-modal approach for determining speaker location and focus. | Michael Siracusa, Louis-Philippe Morency, Kevin W. Wilson, John W. Fisher III, Trevor Darrell |
| 2002 | ECCV | Probabalistic Models and Informative Subspaces for Audiovisual Correspondence. | John W. Fisher III, Trevor Darrell |
| 2002 | ECCV | Face Recognition from Long-Term Observations. | Gregory Shakhnarovich, John W. Fisher III, Trevor Darrell |
| 2002 | ICASSP | Informative subspaces for audio-visual processing: High-level function from low-level fusion. | John W. Fisher III, Trevor Darrell |
| 2002 | ICIP | Nonparametric methods for image segmentation using information theory and curve evolution. | Junmo Kim, John W. Fisher III, Anthony J. Yezzi Jr., Mjdat etin, Alan S. Willsky |
| 2001 | ICASSP | Nonparametric estimators for online signature authentication. | Alexander T. Ihler, John W. Fisher III, Alan S. Willsky |
| 2001 | MICCAI | Adaptive Entropy Rates for f MRI Time-Series Analysis. | John W. Fisher III, Eric R. Cosman Jr., Cindy Wible, William M. Wells III |
| 2000 | ICMI | Ausio-visual Segmentation and "The Cocktail Party Effect". | Trevor Darrell, John W. Fisher III, Paul A. Viola, William T. Freeman |
| 2000 | MICCAI | Incorporating Spatial Priors into an Information Theoretic Approach for | Junmo Kim, John W. Fisher III, Andy Tsai, Cindy Wible, Alan S. Willsky, William M. Wells III |
| 1999 | MICCAI | Analysis of Functional MRI Data Using Mutual Information. | Andy Tsai, John W. Fisher III, Cindy Wible, William M. Wells III, Junmo Kim, Alan S. Willsky |
| 1998 | ICASSP | A novel measure for independent component analysis (ICA). | Dongxin Xu, Jos C. Prncipe, John W. Fisher III, Hsiao-Chun Wu |