John W. Fisher III

132 papers A* 25A 16B 6C 3Misc 5Journal 35Unranked 42

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	PHORTEX: Physically-Informed Operational Robotic Trajectories for Scientific Expeditions. Field Robotics Victoria Preston, Genevieve Flaspohler, John W. Fisher III, Anna P. M. Michel, Nicholas Roy
2022	J	`jnl`	CPU- and GPU-based Distributed Sampling in Dirichlet Process Mixtures for Large-scale Analysis. CoRR Or Dinari, Raz Zamir, John W. Fisher III, Oren Freifeld
2022	J	`jnl`	Robotic Planning under Uncertainty in Spatiotemporal Environments in Expeditionary Science. CoRR Victoria Preston, Genevieve Flaspohler, Anna P. M. Michel, John W. Fisher III, Nicholas Roy
2020	A*	`conf`	Belief-Dependent Macro-Action Discovery in POMDPs using the Value of Information. NeurIPS Genevieve Flaspohler, Nicholas Roy, John W. Fisher III
2020	J	`jnl`	Efficient Data Association and Uncertainty Quantification for Multi-Object Tracking. CoRR David S. Hayden, Sue Zheng, John W. Fisher III
2020	J	`jnl`	Lightweight Data Fusion with Conjugate Mappings. CoRR Christopher L. Dean, Stephen J. Lee, Jason Pacheco, John W. Fisher III
2020	A*	`conf`	Nonparametric Object and Parts Modeling With Lie Group Dynamics. CVPR David S. Hayden, Jason Pacheco, John W. Fisher III
2020	A*	`conf`	Sequential Bayesian Experimental Design with Variable Cost Structure. NeurIPS Sue Zheng, David S. Hayden, Jason Pacheco, John W. Fisher III
2019	B	`conf`	Distributed MCMC Inference in Dirichlet Process Mixture Models Using Julia. CCGRID Or Dinari, Angel Yu, Oren Freifeld, John W. Fisher III
2019	A	`conf`	Variational Information Planning for Sequential Decision Making. AISTATS Jason Pacheco, John W. Fisher III
2018	A*	`conf`	A Robust Approach to Sequential Information Theoretic Planning. ICML Sue Zheng, Jason Pacheco, John W. Fisher III
2018	J	`jnl`	Information Planning for Text Data. CoRR Vadim Smolyakov, John W. Fisher III
2018	J	`jnl`	Information-Driven Adaptive Structured-Light Scanners. IEEE Trans. Computational Imaging Guy Rosman, Daniela Rus, John W. Fisher III
2018	A*	`conf`	Task-Specific Sensor Planning for Robotic Assembly Tasks. ICRA Guy Rosman, Changhyun Choi, Mehmet Remzi Dogar, John W. Fisher III, Daniela Rus
2018	J	`jnl`	The Manhattan Frame Model - Manhattan World Inference in the Space of Surface Normals. IEEE Trans. Pattern Anal. Mach. Intell. Julian Straub, Oren Freifeld, Guy Rosman, John J. Leonard, John W. Fisher III
2017	J	`jnl`	A Nonparametric Model for Multimodal Collaborative Activities Summarization. CoRR Guy Rosman, John W. Fisher III, Daniela Rus
2017	J	`jnl`	Direction-Aware Semi-Dense SLAM. CoRR Julian Straub, Randi Cabezas, John J. Leonard, John W. Fisher III
2017	A*	`conf`	Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures. CVPR Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III
2017	—	`conf`	On the Role of Representations for Reasoning in Large-Scale Urban Scenes. CVPR Workshops Randi Cabezas, Maros Blaha, Sue Zheng, Guy Rosman, Konrad Schindler, John W. Fisher III
2017	J	`jnl`	Transformations Based on Continuous Piecewise-Affine Velocity Fields. IEEE Trans. Pattern Anal. Mach. Intell. Oren Freifeld, Søren Hauberg, Kayhan Batmanghelich, John W. Fisher III
2016	A	`conf`	Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation. AISTATS Søren Hauberg, Oren Freifeld, Anders Boesen Lindbo Larsen, John W. Fisher III, Lars Kai Hansen
2016	J	`jnl`	Efficient Globally Optimal Point Cloud Alignment using Bayesian Nonparametric Mixtures. CoRR Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III
2016	A	`conf`	Efficient Observation Selection in Probabilistic Graphical Models Using Bayesian Lower Bounds. UAI Dilin Wang, John W. Fisher III, Qiang Liu
2016	A*	`conf`	Information-Driven Adaptive Structured-Light Scanners. CVPR Guy Rosman, Daniela Rus, John W. Fisher III
2016	J	`jnl`	Small-Variance Nonparametric Clustering on the Hypersphere. CoRR Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III
2015	A	`conf`	A Dirichlet Process Mixture Model for Spherical Data. AISTATS Julian Straub, Jason Chang, Oren Freifeld, John W. Fisher III
2015	A*	`conf`	A Theoretical Analysis of Optimization by Gaussian Continuation. AAAI Hossein Mobahi, John W. Fisher III
2015	B	`conf`	A fast method for inferring high-quality simply-connected superpixels. ICIP Oren Freifeld, Yixin Li, John W. Fisher III
2015	A*	`conf`	Adaptive Belief Propagation. ICML Georgios Papachristoudis, John W. Fisher III
2015	C	`conf`	Boosting crowdsourcing with expert labels: Local vs. global effects. FUSION Qiang Liu, Alexander Ihler, John W. Fisher III
2015	A*	`conf`	Coresets for visual summarization with applications to loop closure. ICRA Mikhail Volkov, Guy Rosman, Dan Feldman, John W. Fisher III, Daniela Rus
2015	J	`jnl`	Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation. CoRR Søren Hauberg, Oren Freifeld, Anders Boesen Lindbo Larsen, John W. Fisher III, Lars Kai Hansen
2015	C	`conf`	Efficient information planning in Gaussian MRFs. FUSION Georgios Papachristoudis, John W. Fisher III
2015	A	`conf`	Estimating the Partition Function by Discriminance Sampling. UAI Qiang Liu, Jian Peng, Alexander Ihler, John W. Fisher III
2015	A*	`conf`	Highly-Expressive Spaces of Well-Behaved Transformations: Keeping it Simple. ICCV Oren Freifeld, Søren Hauberg, Kayhan N. Batmanghelich, John W. Fisher III
2015	Misc	`conf`	On the complexity of information planning in Gaussian models. ICASSP Georgios Papachristoudis, John W. Fisher III
2015	—	`conf`	Probabilistic Variational Bounds for Graphical Models. NIPS Qiang Liu, John W. Fisher III, Alexander Ihler
2015	A	`conf`	Real-time manhattan world rotation estimation in 3D. IROS Julian Straub, Nishchal Bhandari, John J. Leonard, John W. Fisher III
2015	A*	`conf`	Semantically-Aware Aerial Reconstruction from Multi-modal Data. ICCV Randi Cabezas, Julian Straub, John W. Fisher III
2015	A*	`conf`	Small-variance nonparametric clustering on the hypersphere. CVPR Julian Straub, Trevor Campbell, Jonathan P. How, John W. Fisher III
2015	—	`conf`	Streaming, Distributed Variational Inference for Bayesian Nonparametrics. NIPS Trevor Campbell, Julian Straub, John W. Fisher III, Jonathan P. How
2015	J	`jnl`	Streaming, Distributed Variational Inference for Bayesian Nonparametrics. CoRR Trevor Campbell, Julian Straub, John W. Fisher III, Jonathan P. How
2014	A*	`conf`	A Mixture of Manhattan Frames: Beyond the Manhattan World. CVPR Julian Straub, Guy Rosman, Oren Freifeld, John J. Leonard, John W. Fisher III
2014	A*	`conf`	Aerial Reconstructions via Probabilistic Data Fusion. CVPR Randi Cabezas, Oren Freifeld, Guy Rosman, John W. Fisher III
2014	—	`conf`	Bayesian Nonparametric Intrinsic Image Decomposition. ECCV (4) Jason Chang, Randi Cabezas, John W. Fisher III
2014	A	`conf`	Bayesian Switching Interaction Analysis Under Uncertainty. AISTATS Zoran Dzunic, John W. Fisher III
2014	B	`conf`	Bayesian nonparametric modeling of driver behavior. Intelligent Vehicles Symposium Julian Straub, Sue Zheng, John W. Fisher III
2014	—	`conf`	Coarse-to-Fine Minimization of Some Common Nonconvexities. EMMCVPR Hossein Mobahi, John W. Fisher III
2014	—	`conf`	Coresets for k-Segmentation of Streaming Data. NIPS Guy Rosman, Mikhail Volkov, Dan Feldman, John W. Fisher III, Daniela Rus
2014	—	`conf`	On the Link between Gaussian Homotopy Continuation and Convex Envelopes. EMMCVPR Hossein Mobahi, John W. Fisher III
2014	—	`conf`	Parallel Sampling of HDPs using Sub-Cluster Splits. NIPS Jason Chang, John W. Fisher III
2013	A*	`conf`	A Video Representation Using Temporal Superpixels. CVPR Jason Chang, Donglai Wei, John W. Fisher III
2013	—	`conf`	Parallel Sampling of DP Mixture Models using Sub-Cluster Splits. NIPS Jason Chang, John W. Fisher III
2013	A*	`conf`	Topology-Constrained Layered Tracking with Latent Flow. ICCV Jason Chang, John W. Fisher III
2012	—	`conf`	Coupling Nonparametric Mixtures via Latent Dirichlet Processes. NIPS Dahua Lin, John W. Fisher III
2012	A	`conf`	Efficient Sampling from Combinatorial Space via Bridging. AISTATS Dahua Lin, John W. Fisher III
2012	J	`jnl`	Efficient Topology-Controlled Sampling of Implicit Shapes CoRR Jason Chang, John W. Fisher III
2012	B	`conf`	Efficient topology-controlled sampling of implicit shapes. ICIP Jason Chang, John W. Fisher III
2012	—	`conf`	Learning Deformations with Parallel Transport. ECCV (2) Donglai Wei, Dahua Lin, John W. Fisher III
2012	A*	`conf`	Low level vision via switchable Markov random fields. CVPR Dahua Lin, John W. Fisher III
2012	A*	`conf`	Manifold guided composite of Markov random fields for image modeling. CVPR Dahua Lin, John W. Fisher III
2012	—	`conf`	Theoretical guarantees on penalized information gathering. SSP Georgios Papachristoudis, John W. Fisher III
2011	A*	`conf`	Efficient MCMC sampling with implicit shape representations. CVPR Jason Chang, John W. Fisher III
2010	—	`conf`	Construction of Dependent Dirichlet Processes based on Poisson Processes. NIPS Dahua Lin, Eric Grimson, John W. Fisher III
2010	J	`jnl`	Learning graphical models for hypothesis testing and classification. IEEE Trans. Signal Process. Vincent Y. F. Tan, Sujay Sanghavi, John W. Fisher III, Alan S. Willsky
2010	A*	`conf`	Modeling and estimating persistent motion with geometric flows. CVPR Dahua Lin, Eric Grimson, John W. Fisher III
2009	A*	`conf`	Analysis of orientation and scale in smoothly varying textures. ICCV Jason Chang, John W. Fisher III
2009	A*	`conf`	Automatic registration of LIDAR and optical images of urban scenes. CVPR Andrew Mastin, Jeremy Kepner, John W. Fisher III
2009	A*	`conf`	Learning visual flows: A Lie algebraic approach. CVPR Dahua Lin, W. Eric L. Grimson, John W. Fisher III
2009	A	`conf`	Tractable Bayesian Inference of Time-Series Dependence Structure. AISTATS Michael Siracusa, John W. Fisher III
2008	—	`conf`	Interaction analysis using switching structured autoregressive models. ACSCC Michael R. Siracusa, John W. Fisher III
2008	Misc	`conf`	Learning max-weight discriminative forests. ICASSP Vincent Y. F. Tan, John W. Fisher III, Alan S. Willsky
2008	—	`conf`	MCMC curve sampling and geometric conditional simulation. Computational Imaging Ayres C. Fan, John W. Fisher III, Jonathan Kane, Alan S. Willsky
2008	J	`jnl`	Sparse Representation in Structured Dictionaries With Application to Synthetic Aperture Radar. IEEE Trans. Signal Process. Kush R. Varshney, Müjdat Çetin, John W. Fisher III, Alan S. Willsky
2007	J	`jnl`	Approximate Dynamic Programming for Communication-Constrained Sensor Network Management. IEEE Trans. Signal Process. Jason L. Williams, John W. Fisher III
2007	J	`jnl`	Combining object and feature dynamics in probabilistic tracking. Comput. Vis. Image Underst. Leonid Taycher, John W. Fisher III, Trevor Darrell
2007	A*	`conf`	Detecting Cortical Surface Regions in Structural MR Data. ICCV Biswajit Bose, John W. Fisher III, Bruce Fischl, Oliver Hinds, Eric Grimson
2007	J	`jnl`	Detection and Localization of Material Releases With Sparse Sensor Configurations. IEEE Trans. Signal Process. Emily B. Fox, John W. Fisher III, Alan S. Willsky
2007	—	`conf`	Dynamic Dependency Tests for Audio-Visual Speaker Association. ICASSP (2) Michael Siracusa, John W. Fisher III
2007	A	`conf`	Dynamic Factorization Tests: Applications to Multi-modal Data Association. AISTATS Michael Siracusa, John W. Fisher III
2007	—	`conf`	MCMC Curve Sampling for Image Segmentation. MICCAI (2) Ayres C. Fan, John W. Fisher III, William M. Wells III, James J. Levitt, Alan S. Willsky
2007	A	`conf`	Performance Guarantees for Information Theoretic Active Inference. AISTATS Jason L. Williams, John W. Fisher III, Alan S. Willsky
2007	—	`conf`	Performance Guarantees for Information Theoretic Sensor Resource Management. ICASSP (3) Jason L. Williams, John W. Fisher III, Alan S. Willsky
2007	J	`jnl`	Using the logarithm of odds to define a vector space on probabilistic atlases. Medical Image Anal. Kilian M. Pohl, John W. Fisher III, Sylvain Bouix, Martha Elizabeth Shenton, Robert W. McCarley, W. Eric L. Grimson, Ron Kikinis, William M. Wells III
2006	J	`jnl`	A Bayesian model for joint segmentation and registration. NeuroImage Kilian M. Pohl, John W. Fisher III, W. Eric L. Grimson, Ron Kikinis, William M. Wells III
2006	—	`conf`	Detection and Localization of Material Releases with Sparse Sensor Configurations. ICASSP (4) Emily B. Fox, Jason L. Williams, John W. Fisher III, Alan S. Willsky
2006	J	`jnl`	Distributed fusion in sensor networks. IEEE Signal Process. Mag. Müjdat Çetin, Lei Chen, John W. Fisher III, Alexander T. Ihler, Randolph L. Moses, Martin J. Wainwright, Alan S. Willsky
2006	C	`conf`	Importance sampling actor-critic algorithms. ACC Jason L. Williams, John W. Fisher III, Alan S. Willsky
2006	—	`conf`	Logarithm Odds Maps for Shape Representation. MICCAI (2) Kilian M. Pohl, John W. Fisher III, Martha Elizabeth Shenton, Robert W. McCarley, W. Eric L. Grimson, Ron Kikinis, William M. Wells III
2005	J	`jnl`	A Nonparametric Statistical Method for Image Segmentation Using Information Theory and Curve Evolution. IEEE Trans. Image Process. Junmo Kim, John W. Fisher III, Anthony J. Yezzi, Müjdat Çetin, Alan S. Willsky
2005	A	`conf`	A Unifying Approach to Registration, Segmentation, and Intensity Correction. MICCAI Kilian M. Pohl, John W. Fisher III, James J. Levitt, Martha Elizabeth Shenton, Ron Kikinis, W. Eric L. Grimson, William M. Wells III
2005	—	`conf`	Combining Object and Feature Dynamics in Probabilistic Tracking. CVPR (2) Leonid Taycher, John W. Fisher III, Trevor Darrell
2005	—	`conf`	Estimating dependency and significance for high-dimensional data. ICASSP (5) Michael Siracusa, Kinh Tieu, Alexander T. Ihler, John W. Fisher III, Alan S. Willsky
2005	—	`conf`	Incorporating Object Tracking Feedback into Background Maintenance Framework. WACV/MOTION Leonid Taycher, John W. Fisher III, Trevor Darrell
2005	J	`jnl`	Loopy Belief Propagation: Convergence and Effects of Message Errors. J. Mach. Learn. Res. Alexander T. Ihler, John W. Fisher III, Alan S. Willsky
2005	J	`jnl`	Nonparametric belief propagation for self-localization of sensor networks. IEEE J. Sel. Areas Commun. Alexander T. Ihler, John W. Fisher III, Randolph L. Moses, Alan S. Willsky
2005	—	`conf`	Optimization approaches to dynamic routing of measurements and models in a sensor network object tracking problem. ICASSP (5) Jason L. Williams, John W. Fisher III, Alan S. Willsky
2005	—	`conf`	Shape Based Segmentation of Anatomical Structures in Magnetic Resonance Images. CVBIA Kilian M. Pohl, John W. Fisher III, Ron Kikinis, W. Eric L. Grimson, William M. Wells III
2004	—	`conf`	Combining Simple Models to Approximate Complex Dynamics. ECCV Workshop SMVP Leonid Taycher, John W. Fisher III, Trevor Darrell
2004	—	`conf`	Exact MAP Activity Detection in f MRI Using a GLM with an Ising Spatial Prior. MICCAI (2) Eric R. Cosman Jr., John W. Fisher III, William M. Wells III
2004	—	`conf`	Message Errors in Belief Propagation. NIPS Alexander T. Ihler, John W. Fisher III, Alan S. Willsky
2004	—	`conf`	Nonparametric belief propagation for self-calibration in sensor networks. IPSN Alexander T. Ihler, John W. Fisher III, Randolph L. Moses, Alan S. Willsky
2004	—	`conf`	Nonparametric belief propagation for sensor self-calibration. ICASSP (3) Alexander T. Ihler, John W. Fisher III, Randolph L. Moses, Alan S. Willsky
2004	J	`jnl`	Nonparametric hypothesis tests for statistical dependency. IEEE Trans. Signal Process. Alexander T. Ihler, John W. Fisher III, Alan S. Willsky
2004	J	`jnl`	Speaker association with signal-level audiovisual fusion. IEEE Trans. Multim. John W. Fisher III, Trevor Darrell
2003	—	`conf`	A Unified Statistical and Information Theoretic Framework for Multi-modal Image Registration. IPMI Lilla Zöllei, John W. Fisher III, William M. Wells III
2003	—	`conf`	A Unified Variational Approach to Denoising and Bias Correction in MR. IPMI Ayres C. Fan, William M. Wells III, John W. Fisher III, Müjdat Çetin, Steven Haker, Robert V. Mulkern, Clare M. Tempany, Alan S. Willsky
2003	B	`conf`	A multi-modal approach for determining speaker location and focus. ICMI Michael Siracusa, Louis-Philippe Morency, Kevin W. Wilson, John W. Fisher III, Trevor Darrell
2003	J	`jnl`	Detection and Analysis of Anisotropic Scattering in SAR Data. Multidimens. Syst. Signal Process. Andrew J. Kim, John W. Fisher III, Alan S. Willsky
2003	—	`conf`	Hypothesis Testing over Factorizations for Data Association. IPSN Alexander T. Ihler, John W. Fisher III, Alan S. Willsky
2003	J	`jnl`	ICA Using Spacings Estimates of Entropy. J. Mach. Learn. Res. Erik G. Learned-Miller, John W. Fisher III
2003	—	`conf`	Incorporating complex statistical information in active contour-based image segmentation. ICIP (2) Junmo Kim, John W. Fisher III, Müjdat Çetin, Anthony J. Yezzi, Alan S. Willsky
2003	A	`conf`	Learning cross-modal appearance models with application to tracking. ICME John W. Fisher III, Trevor Darrell
2003	—	`conf`	Maximum Mutual Information Principle for Dynamic Sensor Query Problems. IPSN Emre Ertin, John W. Fisher III, Lee C. Potter
2002	—	`conf`	Face Recognition from Long-Term Observations. ECCV (3) Gregory Shakhnarovich, John W. Fisher III, Trevor Darrell
2002	Misc	`conf`	Informative subspaces for audio-visual processing: High-level function from low-level fusion. ICASSP John W. Fisher III, Trevor Darrell
2002	—	`conf`	Nonparametric methods for image segmentation using information theory and curve evolution. ICIP (3) Junmo Kim, John W. Fisher III, Anthony J. Yezzi Jr., Müjdat Çetin, Alan S. Willsky
2002	—	`conf`	Probabalistic Models and Informative Subspaces for Audiovisual Correspondence. ECCV (3) John W. Fisher III, Trevor Darrell
2002	—	`conf`	Recovering Articulated Model Topology from Observed Rigid Motion. NIPS Leonid Taycher, John W. Fisher III, Trevor Darrell
2002	J	`jnl`	Statistical and Information-Theoretic Methods for Self-Organization and Fusion of Multimodal, Networked Sensors. Int. J. High Perform. Comput. Appl. John W. Fisher III, Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky
2001	A	`conf`	Adaptive Entropy Rates for f MRI Time-Series Analysis. MICCAI John W. Fisher III, Eric R. Cosman Jr., Cindy Wible, William M. Wells III
2001	Misc	`conf`	Nonparametric estimators for online signature authentication. ICASSP Alexander T. Ihler, John W. Fisher III, Alan S. Willsky
2001	—	`conf`	Signal level fusion for multimodal perceptual user interface. PUI John W. Fisher III, Trevor Darrell
2000	B	`conf`	Ausio-visual Segmentation and "The Cocktail Party Effect". ICMI Trevor Darrell, John W. Fisher III, Paul A. Viola, William T. Freeman
2000	A	`conf`	Incorporating Spatial Priors into an Information Theoretic Approach for MICCAI Junmo Kim, John W. Fisher III, Andy Tsai, Cindy Wible, Alan S. Willsky, William M. Wells III
2000	—	`conf`	Learning Joint Statistical Models for Audio-Visual Fusion and Segregation. NIPS John W. Fisher III, Trevor Darrell, William T. Freeman, Paul A. Viola
2000	J	`jnl`	Learning from Examples with Information Theoretic Criteria. J. VLSI Signal Process. José C. Príncipe, Dongxin Xu, Qun Zhao, John W. Fisher III
1999	A	`conf`	Analysis of Functional MRI Data Using Mutual Information. MICCAI Andy Tsai, John W. Fisher III, Cindy Wible, William M. Wells III, Junmo Kim, Alan S. Willsky
1999	—	`conf`	Learning Informative Statistics: A Nonparametnic Approach. NIPS John W. Fisher III, Alexander T. Ihler, Paul A. Viola
1998	Misc	`conf`	A novel measure for independent component analysis (ICA). ICASSP Dongxin Xu, José C. Príncipe, John W. Fisher III, Hsiao-Chun Wu
1998	J	`jnl`	Target discrimination in synthetic aperture radar using artificial neural networks. IEEE Trans. Image Process. José Carlos Príncipe, Munchurl Kim, John W. Fisher III
1995	J	`jnl`	A nonlinear extension of the MACE filter. Neural Networks John W. Fisher III, José Carlos Príncipe