Abdullah Rashwan
9 papers · 2016–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Architectures
(4)
Learning Types
(4)
Models
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Core Methods
(2)
Optimization & Theory
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Keywords
sum-product network
(4)
generative model
(4)
instance segmentation
(3)
online learning
(2)
panoptic segmentation
(2)
bayesian moment matching
(2)
multi-task learning
(2)
object detection
(2)
semantic segmentation
(2)
batch normalization
(1)
preference optimization
(1)
distributed learning
(1)
text-to-image generation
(1)
discriminative learning
(1)
discriminative training
(1)
tractable inference
(1)
parameter learning
(1)
entropic regularization
(1)
online algorithm
(1)
probabilistic graphical model
(1)
Papers
MaskConver: Revisiting Pure Convolution Model for Panoptic Segmentation
WACV 2024
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning
NeurIPS 2024
AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts
ICCV 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model
NeurIPS 2023
Batch norm with entropic regularization turns deterministic autoencoders into generative models
UAI 2020
Discriminative Training of Sum-Product Networks by Extended Baum-Welch
PGM 2018
Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks
NeurIPS 2018
Online Algorithms for Sum-Product Networks with Continuous Variables
PGM 2016
Online and Distributed Bayesian Moment Matching for Parameter Learning in Sum-Product Networks
AISTATS 2016