Sundaramoorthi, Ganesh

24 publications

ICML 2025 A Variational Information Theoretic Approach to Out-of-Distribution Detection Sudeepta Mondal, Zhuolin Jiang, Ganesh Sundaramoorthi

JMLR 2024 A PDE-Based Explanation of Extreme Numerical Sensitivities and Edge of Stability in Training Neural Networks Yuxin Sun, Dong Lao, Anthony Yezzi, Ganesh Sundaramoorthi

NeurIPS 2023 StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation Huizong Yang, Yuxin Sun, Ganesh Sundaramoorthi, Anthony Yezzi

NeurIPS 2022 Surprising Instabilities in Training Deep Networks and a Theoretical Analysis Yuxin Sun, Dong Lao, Ganesh Sundaramoorthi, Anthony Yezzi

NeurIPSW 2021 Accelerated PDEs for Construction and Theoretical Analysis of an SGD Extension Yuxin Sun, Dong Lao, Ganesh Sundaramoorthi, Anthony Yezzi

ICCVW 2021 Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation Angira Sharma, Naeemullah Khan, Muhammad Mubashar, Ganesh Sundaramoorthi, Philip H. S. Torr

ICCV 2021 Flow-Guided Video Inpainting with Scene Templates Dong Lao, Peihao Zhu, Peter Wonka, Ganesh Sundaramoorthi

NeurIPSW 2021 Shape-Tailored Deep Neural Networks with PDEs Naeemullah Khan, Angira Sharma, Philip Torr, Ganesh Sundaramoorthi

ECCV 2018 Extending Layered Models to 3D Motion Dong Lao, Ganesh Sundaramoorthi

NeurIPS 2018 Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms Ganesh Sundaramoorthi, Anthony Yezzi

CVPR 2017 Coarse-to-Fine Segmentation with Shape-Tailored Continuum Scale Spaces Naeemullah Khan, Byung-Woo Hong, Anthony Yezzi, Ganesh Sundaramoorthi

CVPR 2017 Minimum Delay Moving Object Detection Dong Lao, Ganesh Sundaramoorthi

ECCV 2016 SurfCut: Free-Boundary Surface Extraction Marei Algarni, Ganesh Sundaramoorthi

CVPR 2015 Coarse-to-Fine Region Selection and Matching Yanchao Yang, Zhaojin Lu, Ganesh Sundaramoorthi

ICCV 2015 Self-Occlusions and Disocclusions in Causal Video Object Segmentation Yanchao Yang, Ganesh Sundaramoorthi, Stefano Soatto

CVPR 2015 Shape-Tailored Local Descriptors and Their Application to Segmentation and Tracking Naeemullah Khan, Marei Algarni, Anthony Yezzi, Ganesh Sundaramoorthi

CVPR 2014 FAST LABEL: Easy and Efficient Solution of Joint Multi-Label and Estimation Problems Ganesh Sundaramoorthi, Byung-Woo Hong

CVPR 2013 A New Model and Simple Algorithms for Multi-Label Mumford-Shah Problems Byung-Woo Hong, Zhaojin Lu, Ganesh Sundaramoorthi

ICCV 2013 Modeling Self-Occlusions in Dynamic Shape and Appearance Tracking Yanchao Yang, Ganesh Sundaramoorthi

CVPR 2010 Curious Snakes: A Minimum Latency Solution to the Cluttered Background Problem in Active Contours Ganesh Sundaramoorthi, Stefano Soatto, Anthony J. Yezzi

CVPR 2009 On the Set of Images Modulo Viewpoint and Contrast Changes Ganesh Sundaramoorthi, Peter Petersen, V. S. Varadarajan, Stefano Soatto

ICCV 2007 3D Topology Preserving Flows for Viewpoint-Based Cortical Unfolding Kelvin R. Rocha, Ganesh Sundaramoorthi, Anthony J. Yezzi

CVPR 2006 Tracking with Sobolev Active Contours Ganesh Sundaramoorthi, Jeremy D. Jackson, Anthony J. Yezzi, Andrea Mennucci

ICCV 2005 More-than-Topology-Preserving Flows for Active Contours and Polygons Ganesh Sundaramoorthi, Anthony J. Yezzi