Ganesh Sundaramoorthi

Computer Science · Physical Sciences

16h-index1.1kcitations66works0.02yr avg
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Research Topics

Medical Image Segmentation Techniques(28), Advanced Vision and Imaging(20), Advanced Neural Network Applications(9), Medical Imaging Techniques and Applications(7), 3D Shape Modeling and Analysis(7)

Publications66 total

A Variational Information Theoretic Approach to Out-of-Distribution Detection
arXiv (Cornell University)·2025Open Access
HAct: Out-of-Distribution Detection with Neural Net Activation Histograms
arXiv (Cornell University)·2023Open Access
Accelerated Optimization in the PDE Framework: Formulations for the Manifold of Diffeomorphisms
SIAM Journal on Imaging Sciences·2022· 6 cited
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation
2021· 3 citedOpen Access
Flow-Guided Video Inpainting with Scene Templates
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021Open Access
Shape-Tailored Deep Neural Networks With PDEs
2021
Accelerated PDEs for Construction and Theoretical Analysis of an SGD Extension
2021
Shape-Tailored Deep Neural Networks Using PDEs for Segmentation
2021
Shape-Tailored Deep Neural Networks
arXiv (Cornell University)·2021Open Access
Flow-Guided Video Inpainting with Scene Templates
2021· 12 citedOpen Access
Class-agnostic segmentation loss and its application to salient object detection and segmentation
Oxford University Research Archive (ORA) (University of Oxford)·2021· 4 cited
Channel-Directed Gradients for Optimization of Convolutional Neural Networks
arXiv (Cornell University)·2020· 1 citedOpen Access
Phase Consistent Ecological Domain Adaptation
2020· 121 cited
Phase Consistent Ecological Domain Adaptation
arXiv (Cornell University)·2020· 4 citedOpen Access
Accelerated Optimization in the PDE Framework Formulations for the Active Contour Case
SIAM Journal on Imaging Sciences·2020· 7 citedOpen Access
Translation Insensitive CNNs
arXiv (Cornell University)·2019· 8 citedOpen Access
Minimum Delay Object Detection From Video
2019· 5 cited
Accelerated Variational PDEs for Efficient Solution of Regularized Inversion Problems
Journal of Mathematical Imaging and Vision·2019· 13 citedOpen Access
Minimum Delay Object Detection From Video
arXiv (Cornell University)·2019Open Access
PDE Acceleration for Active Contours
2019· 1 cited
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Frequent Co-authors

Anthony Yezzi(23), Andrea Mennucci(9), Stefano Soatto(8), Yanchao Yang(7), Dong Lao(7), Naeemullah Khan(5), Byung‐Woo Hong(5), Allen Tannenbaum(4), Minas Benyamin(4), Guillermo Sapiro(2), Vandana Mohan(2), Marei Algarni(2), Jeff Calder(2), Zhaojin Lu(2), Marek Kubicki(2), Angira Sharma(2), Philip H. S. Torr(2), Markus Hadwiger(1), Mohamed Ben-Romdhane(1), Ali R. Behzad(1)