Ganesh Sundaramoorthi
19 papers · 2013–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
(3)
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Keyword Pioneer
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Keyword Collector
(97)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Computer Vision
(13)
Processing
(11)
Analysis
(9)
Machine Learning
(8)
Optimization & Theory Β· Machine Learning
(7)
Mathematics & Optimization
(6)
Deep Learning
(5)
Optimization
(5)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory Β· Deep Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Mathematics
(1)
Keywords
partial differential equation
(5)
texture segmentation
(3)
object tracking
(2)
video processing
(2)
variational method
(2)
image segmentation
(2)
scale space
(2)
motion segmentation
(2)
stochastic gradient descent
(2)
learning rate
(2)
numerical instability
(2)
object detection
(2)
multi-label segmentation
(2)
neural network optimization
(2)
convex optimization
(2)
energy minimization
(2)
kl divergence
(1)
motion estimation
(1)
image restoration
(1)
gradient-based optimization
(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
NeurIPS 2023
Surprising Instabilities in Training Deep Networks and a Theoretical Analysis
NeurIPS 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
Extending Layered Models to 3D Motion
ECCV 2018
Learned Shape-Tailored Descriptors for Segmentation
CVPR 2018
Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms
NeurIPS 2018
Coarse-To-Fine Segmentation With Shape-Tailored Continuum Scale Spaces
CVPR 2017
Minimum Delay Moving Object Detection
CVPR 2017
Coarse-To-Fine Region Selection and Matching
CVPR 2015
Self-Occlusions and Disocclusions in Causal Video Object Segmentation
ICCV 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
A New Model and Simple Algorithms for Multi-label Mumford-Shah Problems
CVPR 2013
Modeling Self-Occlusions in Dynamic Shape and Appearance Tracking
ICCV 2013