Bruno Jedynak

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 16

Top Topics

Gaussian Process

Object Localization

Adaptive Sampling

Ordinary Differential Equations

Top Venues

Publications

Michael Wells, Kamel Lahouel, Bruno Jedynak
The Stochastic Occupation Kernel Method for System Identification. CoRR (2024)
Phillip Kearns, Bruno Jedynak, John Lipor
A Finite-Horizon Approach to Active Level Set Estimation. CoRR (2023)
Victor Rielly, Kamel Lahouel, Ethan Lew, Michael Wells, Vicky Haney, Bruno Jedynak
Learning High-Dimensional Nonparametric Differential Equations via Multivariate Occupation Kernel Functions. CoRR (2023)
Kamel Lahouel, Michael Wells, David Lovitz, Victor Rielly, Ethan Lew, Bruno Jedynak
Learning Nonparametric Ordinary differential Equations: Application to Sparse and Noisy Data. CoRR (2022)
Samuel Gruffaz, Pierre-Emmanuel Poulet, Etienne Maheux, Bruno Jedynak, Stanley Durrleman
Learning Riemannian metric for disease progression modeling. NeurIPS (2021)
Purnima Rajan, Yongming Ma, Bruno Jedynak
Cox Processes for Counting by Detection. J. Math. Imaging Vis. 61 (3) (2019)
Phillip Kearns, John Lipor, Bruno Jedynak
Optimal Adaptive Sampling for Boundary Estimation with Mobile Sensors. ACSSC (2019)
Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak
Gaussian Processes with Context-Supported Priors for Active Object Localization. IJCNN (2018)
Natalia Antropova, Andrew L. Beam, Brett K. Beaulieu-Jones, Irene Chen, Corey Chivers, Adrian V. Dalca, Samuel G. Finlayson, Madalina Fiterau, Jason Alan Fries, Marzyeh Ghassemi, Mike Hughes, Bruno Jedynak, Jasvinder S. Kandola, Matthew B. A. McDermott, Tristan Naumann, Peter Schulam, Farah Shamout, Alexandre Yahi
Machine Learning for Health (ML4H) Workshop at NeurIPS 2018. CoRR (2018)
Anthony D. Rhodes, Jordan Witte, Bruno Jedynak, Melanie Mitchell
Bayesian optimization for refining object proposals. IPTA (2017)
Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak
Bayesian Optimization for Refining Object Proposals. CoRR (2017)
Ehsan Variani, Kamel Lahouel, Avner Bar-Hen, Bruno Jedynak
NON-adaptive policies for 20 questions target localization. ISIT (2015)
Murat Bilgel, Bruno Jedynak, Dean F. Wong, Susan M. Resnick, Jerry L. Prince
Temporal Trajectory and Progression Score Estimation from Voxelwise Longitudinal Imaging Measures: Application to Amyloid Imaging. IPMI (2015)
Purnima Rajan, Weidong Han, Raphael Sznitman, Peter I. Frazier, Bruno Jedynak
Bayesian Multiple Target Localization. ICML (2015)
Purnima Rajan, Philippe Burlina, M. Chen, D. Edell, Bruno Jedynak, N. Mehta, Ayushi Sinha, Gregory D. Hager
Autonomous on-board Near Earth Object detection. AIPR (2015)
Ehsan Variani, Kamel Lahouel, Avner Bar-Hen, Bruno Jedynak
Non-Adaptative Policies for 20 Questions Target Localization. CoRR (2015)
Raphael Sznitman, Rogério Richa, Russell H. Taylor, Bruno Jedynak, Gregory D. Hager
Unified Detection and Tracking of Instruments during Retinal Microsurgery. IEEE Trans. Pattern Anal. Mach. Intell. 35 (5) (2013)
Raphael Sznitman, Aurélien Lucchi, Peter I. Frazier, Bruno Jedynak, Pascal Fua
An Optimal Policy for Target Localization with Application to Electron Microscopy. ICML (1) (2013)
Peter I. Frazier, Bruno Jedynak, Li Chen
Sequential screening: a Bayesian dynamic programming analysis of optimal group-splitting. WSC (2012)
Bruno Jedynak, Peter I. Frazier, Raphael Sznitman
Twenty Questions with Noise: Bayes Optimal Policies for Entropy Loss. J. Appl. Probab. 49 (1) (2012)
Camille Vidal, Dale Beggs, Laurent Younes, Sanjay Jain, Bruno Jedynak
Incorporating user input in template-based segmentation. ISBI (2011)
Raphael Sznitman, Anasuya Basu, Rogério Richa, Jim Handa, Peter Gehlbach, Russell H. Taylor, Bruno Jedynak, Gregory D. Hager
Unified Detection and Tracking in Retinal Microsurgery. MICCAI (1) (2011)
Camille Vidal, Bruno Jedynak
Learning to Match: Deriving Optimal Template-Matching Algorithms from Probabilistic Image Models. Int. J. Comput. Vis. 88 (2) (2010)
Raphael Sznitman, Bruno Jedynak
Active Testing for Face Detection and Localization. IEEE Trans. Pattern Anal. Mach. Intell. 32 (10) (2010)
Raphael Sznitman, Bruno Jedynak
Active Testing for Face Detection and Localization CoRR (2010)
Camille Vidal, Joshua Hewitt, Stephanie Davis, Laurent Younes, Sanjay Jain, Bruno Jedynak
Template Registration with Missing Parts: Application to the Segmentation of M. Tuberculosis Infected Lungs. ISBI (2009)
N. Penumetcha, Bruno Jedynak, M. Hosakere, Elvan Ceyhan, Kelly N. Botteron, J. Tilak Ratnanather
Segmentation of arteries in MPRAGE images of the ventral medial prefrontal cortex. Comput. Medical Imaging Graph. 32 (1) (2008)
Camille Izard, Bruno Jedynak
Statistical deformable model applied to anatomical landmark detection. ISBI (2008)
Hailiang Huang, Bruno Jedynak, Joel S. Bader
Where Have All the Interactions Gone? Estimating the Coverage of Two-Hybrid Protein Interaction Maps. PLoS Comput. Biol. 3 (11) (2007)
Bruno Jedynak, Damianos G. Karakos
Finding a Needle in a Haystack. CISS (2007)
Camille Izard, Bruno Jedynak
Bayesian registration for anatomical landmark detection. ISBI (2006)
Camille Izard, Bruno Jedynak, Craig E. L. Stark
Spline-Based Probabilistic Model for Anatomical Landmark Detection. MICCAI (1) (2006)
Bruno Jedynak, Sanjeev Khudanpur
Maximum Likelihood Set for Estimating a Probability Mass Function. Neural Comput. 17 (7) (2005)
Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi
Skin detection using pairwise models. Image Vis. Comput. 23 (13) (2005)
Huicheng Zheng, Mohamed Daoudi, Bruno Jedynak
From Maximum Entropy to Belief Propagation: An application to Skin Detection. BMVC (2004)
Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi
Statistical Models for Skin Detection. CVPR Workshops (2003)
Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi
Maximum Entropy Models for Skin Detection. EMMCVPR (2003)
Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi, Didier Barret
Maximum Entropy Models for Skin Detection. ICVGIP (2002)
Mohamad Obeid, Bruno Jedynak, Mohamed Daoudi
Image indexing & retrieval using intermediate features. ACM Multimedia (2001)
Donald Geman, Bruno Jedynak
Model-based classification trees. IEEE Trans. Inf. Theory 47 (3) (2001)
Donald Geman, Bruno Jedynak
An Active Testing Model for Tracking Roads in Satellite Images. IEEE Trans. Pattern Anal. Mach. Intell. 18 (1) (1996)