Bruno Jedynak

44 papers A* 3A 1B 2Misc 3Journal 21Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
ROCK: A variational formulation for occupation kernel methods in Reproducing Kernel Hilbert Spaces.
CoRR
Victor Rielly, Kamel Lahouel, Chau Nguyen, Bruno Jedynak
2025 J jnl
The Stochastic Occupation Kernel (SOCK) Method for Learning Stochastic Differential Equations.
CoRR
Michael Wells, Kamel Lahouel, Bruno Jedynak
2025 — conf
Unsupervised OCT Image Interpolation Using Deformable Registration and generative models.
MICCAI (4)
Shuwen Wei, Samuel W. Remedios, Zhangxing Bian, Shimeng Wang, Junyu Chen, Yihao Liu, Bruno Jedynak, Tin Y. A. Liu, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince, Aaron Carass
2024 J jnl
The Stochastic Occupation Kernel Method for System Identification.
CoRR
Michael Wells, Kamel Lahouel, Bruno Jedynak
2023 J jnl
A Finite-Horizon Approach to Active Level Set Estimation.
CoRR
Phillip Kearns, Bruno Jedynak, John Lipor
2023 J jnl
Learning High-Dimensional Nonparametric Differential Equations via Multivariate Occupation Kernel Functions.
CoRR
Victor Rielly, Kamel Lahouel, Ethan Lew, Michael Wells, Vicky Haney, Bruno Jedynak
2022 J jnl
Learning Nonparametric Ordinary differential Equations: Application to Sparse and Noisy Data.
CoRR
Kamel Lahouel, Michael Wells, David Lovitz, Victor Rielly, Ethan Lew, Bruno Jedynak
2021 A* conf
Learning Riemannian metric for disease progression modeling.
NeurIPS
Samuel Gruffaz, Pierre-Emmanuel Poulet, Etienne Maheux, Bruno Jedynak, Stanley Durrleman
2019 J jnl
Cox Processes for Counting by Detection.
J. Math. Imaging Vis.
Purnima Rajan, Yongming Ma, Bruno Jedynak
2019 Misc conf
Optimal Adaptive Sampling for Boundary Estimation with Mobile Sensors.
ACSSC
Phillip Kearns, John Lipor, Bruno Jedynak
2018 B conf
Gaussian Processes with Context-Supported Priors for Active Object Localization.
IJCNN
Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak
2018 J jnl
Machine Learning for Health (ML4H) Workshop at NeurIPS 2018.
CoRR
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
2017 J jnl
Bayesian Optimization for Refining Object Proposals.
CoRR
Anthony D. Rhodes, Jordan Witte, Melanie Mitchell, Bruno Jedynak
2017 — conf
Bayesian optimization for refining object proposals.
IPTA
Anthony D. Rhodes, Jordan Witte, Bruno Jedynak, Melanie Mitchell
2015 — conf
Autonomous on-board Near Earth Object detection.
AIPR
Purnima Rajan, Philippe Burlina, M. Chen, D. Edell, Bruno Jedynak, N. Mehta, Ayushi Sinha, Gregory D. Hager
2015 A* conf
Bayesian Multiple Target Localization.
ICML
Purnima Rajan, Weidong Han, Raphael Sznitman, Peter I. Frazier, Bruno Jedynak
2015 B conf
NON-adaptive policies for 20 questions target localization.
ISIT
Ehsan Variani, Kamel Lahouel, Avner Bar-Hen, Bruno Jedynak
2015 J jnl
Non-Adaptative Policies for 20 Questions Target Localization.
CoRR
Ehsan Variani, Kamel Lahouel, Avner Bar-Hen, Bruno Jedynak
2015 — conf
Temporal Trajectory and Progression Score Estimation from Voxelwise Longitudinal Imaging Measures: Application to Amyloid Imaging.
IPMI
Murat Bilgel, Bruno Jedynak, Dean F. Wong, Susan M. Resnick, Jerry L. Prince
2013 — conf
An Optimal Policy for Target Localization with Application to Electron Microscopy.
ICML (1)
Raphael Sznitman, Aurélien Lucchi, Peter I. Frazier, Bruno Jedynak, Pascal Fua
2013 J jnl
Unified Detection and Tracking of Instruments during Retinal Microsurgery.
IEEE Trans. Pattern Anal. Mach. Intell.
Raphael Sznitman, Rogério Richa, Russell H. Taylor, Bruno Jedynak, Gregory D. Hager
2012 Misc conf
Sequential screening: a Bayesian dynamic programming analysis of optimal group-splitting.
WSC
Peter I. Frazier, Bruno Jedynak, Li Chen
2012 J jnl
Twenty Questions with Noise: Bayes Optimal Policies for Entropy Loss.
J. Appl. Probab.
Bruno Jedynak, Peter I. Frazier, Raphael Sznitman
2011 — conf
Incorporating user input in template-based segmentation.
ISBI
Camille Vidal, Dale Beggs, Laurent Younes, Sanjay Jain, Bruno Jedynak
2011 — conf
Unified Detection and Tracking in Retinal Microsurgery.
MICCAI (1)
Raphael Sznitman, Anasuya Basu, Rogério Richa, Jim Handa, Peter Gehlbach, Russell H. Taylor, Bruno Jedynak, Gregory D. Hager
2010 J jnl
Active Testing for Face Detection and Localization
CoRR
Raphael Sznitman, Bruno Jedynak
2010 J jnl
Active Testing for Face Detection and Localization.
IEEE Trans. Pattern Anal. Mach. Intell.
Raphael Sznitman, Bruno Jedynak
2010 J jnl
Learning to Match: Deriving Optimal Template-Matching Algorithms from Probabilistic Image Models.
Int. J. Comput. Vis.
Camille Vidal, Bruno Jedynak
2009 — conf
Template Registration with Missing Parts: Application to the Segmentation of M. Tuberculosis Infected Lungs.
ISBI
Camille Vidal, Joshua Hewitt, Stephanie Davis, Laurent Younes, Sanjay Jain, Bruno Jedynak
2008 J jnl
Segmentation of arteries in MPRAGE images of the ventral medial prefrontal cortex.
Comput. Medical Imaging Graph.
N. Penumetcha, Bruno Jedynak, M. Hosakere, Elvan Ceyhan, Kelly N. Botteron, J. Tilak Ratnanather
2008 — conf
Statistical deformable model applied to anatomical landmark detection.
ISBI
Camille Izard, Bruno Jedynak
2007 Misc conf
Finding a Needle in a Haystack.
CISS
Bruno Jedynak, Damianos G. Karakos
2007 J jnl
Where Have All the Interactions Gone? Estimating the Coverage of Two-Hybrid Protein Interaction Maps.
PLoS Comput. Biol.
Hailiang Huang, Bruno Jedynak, Joel S. Bader
2006 — conf
Bayesian registration for anatomical landmark detection.
ISBI
Camille Izard, Bruno Jedynak
2006 — conf
Spline-Based Probabilistic Model for Anatomical Landmark Detection.
MICCAI (1)
Camille Izard, Bruno Jedynak, Craig E. L. Stark
2005 J jnl
Maximum Likelihood Set for Estimating a Probability Mass Function.
Neural Comput.
Bruno Jedynak, Sanjeev Khudanpur
2005 J jnl
Skin detection using pairwise models.
Image Vis. Comput.
Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi
2004 A conf
From Maximum Entropy to Belief Propagation: An application to Skin Detection.
BMVC
Huicheng Zheng, Mohamed Daoudi, Bruno Jedynak
2003 — conf
Maximum Entropy Models for Skin Detection.
EMMCVPR
Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi
2003 — conf
Statistical Models for Skin Detection.
CVPR Workshops
Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi
2002 — conf
Maximum Entropy Models for Skin Detection.
ICVGIP
Bruno Jedynak, Huicheng Zheng, Mohamed Daoudi, Didier Barret
2001 A* conf
Image indexing & retrieval using intermediate features.
ACM Multimedia
Mohamad Obeid, Bruno Jedynak, Mohamed Daoudi
2001 J jnl
Model-based classification trees.
IEEE Trans. Inf. Theory
Donald Geman, Bruno Jedynak
1996 J jnl
An Active Testing Model for Tracking Roads in Satellite Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Donald Geman, Bruno Jedynak