Hossam Isack
9 papers · 2014–2024 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
3d reconstruction
(2)
image segmentation
(1)
importance sampling
(1)
assignment problem
(1)
self-supervised learning
(1)
attention mechanism
(1)
kl divergence
(1)
feature matching
(1)
energy minimization
(1)
scene reconstruction
(1)
neural rendering
(1)
scene representation
(1)
landmark detection
(1)
markov chain monte carlo
(1)
image generation
(1)
graph cut optimization
(1)
markov random field
(1)
probabilistic model
(1)
diffusion model
(1)
unsupervised learning
(1)
Papers
3D Gaussian Splatting as Markov Chain Monte Carlo
NeurIPS 2024
Accelerating Neural Field Training via Soft Mining
CVPR 2024
Unsupervised Keypoints from Pretrained Diffusion Models
CVPR 2024
Unsupervised Semantic Correspondence Using Stable Diffusion
NeurIPS 2023
K-convexity shape priors for segmentation
ECCV 2018
Efficient Optimization for Hierarchically-structured Interacting Segments (HINTS)
CVPR 2017
Hedgehog Shape Priors for Multi-Object Segmentation
CVPR 2016
Volumetric Bias in Segmentation and Reconstruction: Secrets and Solutions
ICCV 2015
Energy Based Multi-model Fitting & Matching for 3D Reconstruction
CVPR 2014