Hossam Isack
9 papers · 2014–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (10) πΊοΈ Taxonomy Completionist (27)
π§
Keyword Pioneer
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
CVPR (5)
NIPS (2)
ECCV (1)
ICCV (1)
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
Unsupervised Keypoints from Pretrained Diffusion Models
CVPR 2024
3D Gaussian Splatting as Markov Chain Monte Carlo
NIPS 2024
Accelerating Neural Field Training via Soft Mining
CVPR 2024
Unsupervised Semantic Correspondence Using Stable Diffusion
NIPS 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