Jean Ponce

University of the Pacific — United States

Computer Science · Physical Sciences

75h-index43.5kcitations346works1.52yr avg
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Research Topics

Advanced Vision and Imaging(103), Advanced Image and Video Retrieval Techniques(75), Robotics and Sensor-Based Localization(52), Image Retrieval and Classification Techniques(40), Image and Object Detection Techniques(37)

Publications346 total

FOM-Nav: Frontier-Object Maps for Object Goal Navigation
arXiv (Cornell University)·2025Open Access
SmartCane: Intelligent Indoor Navigation for the Visually Impaired
2025
On the Conic Complementarity of Planar Contacts
arXiv (Cornell University)·2025Open Access
Joint statistical modeling and deep learning for exoplanet detection and characterization by direct imaging at high contrast
SPIRE - Sciences Po Institutional REpository·2025Open Access
Pixel-Wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-Based Approach
2025
Deep learning for exoplanet detection and characterization by direct imaging at high contrast
2025Open Access
FACap: A Large-scale Fashion Dataset for Fine-grained Composed Image Retrieval
arXiv (Cornell University)·2025Open Access
Dual Perspectives on Non-Contrastive Self-Supervised Learning
ArXiv.org·2025Open Access
Detecting Looted Archaeological Sites from Satellite Image Time Series
2025· 2 cited
A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations
2025
Online 3D Scene Reconstruction Using Neural Object Priors
2025Open Access
A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations
arXiv (Cornell University)·2025Open Access
Generalized portrait quality assessment
Pattern Recognition Letters·2025· 1 citedOpen Access
Optimal transport unlocks end-to-end learning for single-molecule localization
ArXiv.org·2025Open Access
Learning System Dynamics from Sensory Input under Optimal Control Principles
2024
Smoothed Cepstral Peak Prominence: A Comparison Between Dysphonic and Non-dysphonic Mexican Adults Employing the Praat Software
Cureus·2024Open Access
MODEL&CO: Exoplanet detection in angular differential imaging by learning across multiple observations
arXiv (Cornell University)·2024Open Access
MODEL&CO: exoplanet detection in angular differential imaging by learning across multiple observations
Monthly Notices of the Royal Astronomical Society·2024· 2 citedOpen Access
Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift
arXiv (Cornell University)·2024· 1 citedOpen Access
Dense Optical Tracking: Connecting the Dots
2024· 19 cited
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Frequent Co-authors

Francis Bach(9), Svetlana Lazebnik(8), C. Schmid(8), Julien Mairal(8), Andrew Zisserman(8), Guillermo Sapiro(6), Josef Šivic(5), Cordelia Schmid(5), Minsu Cho(5), Yann LeCun(4), Francis Bach(4), Olivier Duchenne(4), Yasutaka Furukawa(3), Y-Lan Boureau(3), Jian Sun(3), Martial Hebert(3), Ivan Laptev(3), Bumsub Ham(3), David Forsyth(2), Oliver Whyte(2)