← Authors

Ganesh Sundaramoorthi

19 papers · 2013–2025 · 6 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (28) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (12) πŸ† Keyword Champion (3) 🧬 Topic Evolution πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (19) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (91)

Conferences

CVPR (9) ICCV (4) NIPS (3) ECCV (1) ICML (1) JMLR (1)

Top co-authors

Anthony Yezzi (7) DONG LAO (7) Yanchao Yang (4) Byung-Woo Hong (3) Naeemullah Khan (3) Yuxin Sun (3) Zhaojin Lu (2) Stefano Soatto (2) Peter Wonka (1) Peihao Zhu (1)

Keywords

partial differential equation (5) texture segmentation (3) neural network optimization (2) numerical instability (2) multi-label segmentation (2) image segmentation (2) scale space (2) motion segmentation (2) stochastic gradient descent (2) video processing (2) object detection (2) learning rate (2) variational method (2) energy minimization (2) object tracking (2) convex optimization (2) multi-label classification (1) image restoration (1) motion estimation (1) domain adaptation (1)

Papers

A Variational Information Theoretic Approach to Out-of-Distribution Detection ICML 2025
A PDE-based Explanation of Extreme Numerical Sensitivities and Edge of Stability in Training Neural Networks JMLR 2024
StEik: Stabilizing the Optimization of Neural Signed Distance Functions and Finer Shape Representation NIPS 2023
Surprising Instabilities in Training Deep Networks and a Theoretical Analysis NIPS 2022
Flow-Guided Video Inpainting With Scene Templates ICCV 2021
Phase Consistent Ecological Domain Adaptation CVPR 2020
Minimum Delay Object Detection From Video ICCV 2019
PDE Acceleration for Active Contours CVPR 2019
Learned Shape-Tailored Descriptors for Segmentation CVPR 2018
Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms NIPS 2018
Extending Layered Models to 3D Motion ECCV 2018
Coarse-To-Fine Segmentation With Shape-Tailored Continuum Scale Spaces CVPR 2017
Minimum Delay Moving Object Detection CVPR 2017
Self-Occlusions and Disocclusions in Causal Video Object Segmentation ICCV 2015
Coarse-To-Fine Region Selection and Matching CVPR 2015
Shape-Tailored Local Descriptors and Their Application to Segmentation and Tracking CVPR 2015
FAST LABEL: Easy and Efficient Solution of Joint Multi-Label and Estimation Problems CVPR 2014
Modeling Self-Occlusions in Dynamic Shape and Appearance Tracking ICCV 2013
A New Model and Simple Algorithms for Multi-label Mumford-Shah Problems CVPR 2013