Atharva Sehgal
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(23)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Machine Learning
(2)
Models
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types · Deep Learning
(1)
Keywords
concept library
(2)
vision-language model
(2)
concept learning
(2)
zero-shot learning
(2)
model evaluation
(1)
compositional generalization
(1)
visual classification
(1)
biomedical imaging
(1)
interpretable classifier
(1)
world model
(1)
evolutionary algorithm
(1)
symbolic regression
(1)
genetic algorithm
(1)
concept discovery
(1)
workflow optimization
(1)
logical specification
(1)
symbolic representation
(1)
neuro-symbolic reasoning
(1)
neural encoder
(1)
large language model
(1)
Papers
Simple Agents Outperform Experts in Biomedical Imaging Workflow Optimization
CVPR 2026
Self-Evolving Visual Concept Library using Vision-Language Critics
CVPR 2025
Neurosymbolic Grounding for Compositional World Models
ICLR 2024
Symbolic Regression with a Learned Concept Library
NeurIPS 2024
Composing Neural Learning and Symbolic Reasoning with an Application to Visual Discrimination
IJCAI 2022