Shlomo Berkovsky
5 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Half
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Interdisciplinary Bridge ยท Silver
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Methods
(1)
Optimization & Theory
(1)
Probability
(1)
Keywords
time series analysis
(1)
few-shot learning
(1)
stochastic process
(1)
pre-trained language model
(1)
customer segmentation
(1)
fragmentation-coagulation process
(1)
purchase behavior
(1)
customer group evolution
(1)
dialogue summarization
(1)
abstractive summarization
(1)
medical dialogue
(1)
behavioral clustering
(1)
behavior evolution
(1)
Papers
BraTS-UMamba: Adaptive Mamba UNet with Dual-Band Frequency based Feature Enhancement for Brain Tumor Segmentation
MICCAI 2025
Few-shot fine-tuning SOTA summarization models for medical dialogues
NAACL 2022
Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process
IJCAI 2017
Influencing Individually: Fusing Personalization and Persuasion (Extended Abstract)
IJCAI 2015
Optimal Greedy Diversity for Recommendation
IJCAI 2015