Samarth Swarup
8 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(3)
Learning Types
(3)
Optimization
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Core AI
(2)
Domain-Specific
(2)
Optimization & Theory · Machine Learning
(2)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
remote sensing
(3)
semantic segmentation
(2)
infrastructure mapping
(2)
stochastic optimization
(1)
transfer learning
(1)
domain adaptation
(1)
large-scale optimization
(1)
deep learning
(1)
distributed optimization
(1)
hazard function
(1)
mixed integer programming
(1)
generative model
(1)
k-nearest neighbor
(1)
generative model evaluation
(1)
cross entropy
(1)
object detection
(1)
agent-based model
(1)
agent-based simulation
(1)
agent-based modeling
(1)
time series analysis
(1)
Papers
PRISM-CAFO: Prior-conditioned Remote-sensing Infrastructure Segmentation and Mapping for CAFOs
WACV 2026
A Unifying Information-theoretic Perspective on Evaluating Generative Models
AAAI 2025
Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine
IJCAI 2025
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation
IJCAI 2025
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing
IJCAI 2025
A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration
AAAI 2024
Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays
IJCAI 2023
A Reliability-aware Distributed Framework to Schedule Residential Charging of Electric Vehicles
IJCAI 2022