Ahmed Abbas
8 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Mathematics & Optimization
(6)
Optimization
(6)
Machine Learning
(5)
Core Methods
(5)
Deep Learning
(3)
Computer Science
(2)
Architectures
(2)
Foundations
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Keywords
combinatorial optimization
(4)
discrete optimization
(3)
markov random field
(2)
graph clustering
(2)
instance segmentation
(2)
integer linear programming
(2)
correlation clustering
(2)
gpu computing
(2)
lagrange decomposition
(2)
probabilistic modeling
(1)
differentiable programming
(1)
primal-dual algorithm
(1)
integer programming
(1)
bottleneck optimization
(1)
fully connected graph
(1)
bottleneck potential
(1)
semantic segmentation
(1)
graphical model
(1)
inference algorithm
(1)
convolutional neural network
(1)
Papers
LiteTracker: Leveraging Temporal Causality for Accurate Low-latency Tissue Tracking
MICCAI 2025
DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching
ECCV 2024
DOGE-Train: Discrete Optimization on GPU with End-to-End Training
AAAI 2024
ClusterFuG: Clustering Fully connected Graphs by Multicut
ICML 2023
FastDOG: Fast Discrete Optimization on GPU
CVPR 2022
RAMA: A Rapid Multicut Algorithm on GPU
CVPR 2022
Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach
NeurIPS 2021
Bottleneck Potentials in Markov Random Fields
ICCV 2019