Roy Uziel
6 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Computer Vision
(3)
Core Methods
(3)
Models
(3)
Artificial Intelligence
(2)
Analysis
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
diffusion model
(2)
vision transformer
(2)
clustering
(1)
object detection
(1)
data augmentation
(1)
autonomous driving
(1)
superpixel segmentation
(1)
bayesian nonparametric model
(1)
mixture model
(1)
streaming data
(1)
synthetic data
(1)
energy-based model
(1)
vision-language model
(1)
generative flow network
(1)
spatial coherence
(1)
cluster assignment
(1)
conditional random field
(1)
probabilistic clustering
(1)
semantic feature
(1)
video object segmentation
(1)
Papers
Enhancing Object Detection Training via Joint Image-Annotation Generation
WACV 2026
Clustering via Self-Supervised Diffusion
ICML 2025
Consistent Amortized Clustering via Generative Flow Networks
AISTATS 2025
Optimizing Vision-Language Model for Road Crossing Intention Estimation
WACV 2025
From ViT Features to Training-free Video Object Segmentation via Streaming-data Mixture Models
NeurIPS 2023
Bayesian Adaptive Superpixel Segmentation
ICCV 2019