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Samarth Swarup

13 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAMAS ×4IJCAI ×3AAAI ×2CVPR ×1NeurIPS ×1SIGKDD ×1WACV ×1

Frequent coauthors

Madhav V. Marathe
×12
Abhijin Adiga
×8
Oishee Bintey Hoque
×6
Henning S. Mortveit
×5
Nibir Chandra Mandal
×4
Amanda Wilson
×3
Zakaria Mehrab
×3
S. S. Ravi
×3
Logan Stundal
×3
Srinivasan Venkatramanan
×3
Bryan Lewis
×3
David Leblang
×3

Papers

  1. PRISM-CAFO: Prior-conditioned Remote-sensing Infrastructure Segmentation and Mapping for CAFOs
    WACV 2026 ·
    Oishee Bintey Hoque
    ,
    Nibir Chandra Mandal
    ,
    Kyle Luong
    ,
    Amanda Wilson
    , Samarth Swarup,
    Madhav V. Marathe
    ,
    Abhijin Adiga
  2. A Unifying Information-theoretic Perspective on Evaluating Generative Models
    AAAI 2025 ·
    Alexis Fox
    , Samarth Swarup,
    Abhijin Adiga
  3. Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine
    IJCAI 2025 ·
    Zakaria Mehrab
    ,
    S. S. Ravi
    ,
    Logan Stundal
    , Samarth Swarup,
    Srinivasan Venkatramanan
    ,
    Bryan L. Lewis
    ,
    Henning S. Mortveit
    ,
    David Leblang
    ,
    Madhav V. Marathe
  4. IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation
    IJCAI 2025 ·
    Oishee Bintey Hoque
    ,
    Abhijin Adiga
    ,
    Aniruddha Adiga
    ,
    Siddharth Chaudhary
    ,
    Madhav V. Marathe
    ,
    S. S. Ravi
    ,
    Kirti Rajagopalan
    ,
    Amanda Wilson
    , Samarth Swarup
  5. IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture
    NeurIPS 2025 ·
    Nibir Chandra Mandal
    ,
    Oishee Bintey Hoque
    ,
    Mandy L. Wilson
    , Samarth Swarup,
    Sayjro Kossi Nouwakpo
    ,
    Abhijin Adiga
    ,
    Madhav V. Marathe
  6. IrrMap: A Large-Scale Comprehensive Dataset for Irrigation Method Mapping
    SIGKDD 2025 ·
    Nibir Chandra Mandal
    ,
    Oishee Bintey Hoque
    ,
    Abhijin Adiga
    , Samarth Swarup,
    Mandy L. Wilson
    ,
    Lu Feng
    ,
    Yangfeng Ji
    ,
    Miaomiao Zhang
    ,
    Geoffrey C. Fox
    ,
    Madhav V. Marathe
  7. Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing
    IJCAI 2025 ·
    Oishee Bintey Hoque
    ,
    Nibir Chandra Mandal
    ,
    Abhijin Adiga
    , Samarth Swarup,
    Sayjro Kossi Nouwakpo
    ,
    Amanda Wilson
    ,
    Madhav V. Marathe
  8. A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration
    AAAI 2024 ·
    Zakaria Mehrab
    ,
    Logan Stundal
    ,
    Srinivasan Venkatramanan
    , Samarth Swarup,
    Bryan Leroy Lewis
    ,
    Henning S. Mortveit
    ,
    Christopher L. Barrett
    ,
    Abhishek Pandey
    ,
    Chad R. Wells
    ,
    Alison P. Galvani
    ,
    Burton H. Singer
    ,
    Seyed M. Moghadas
    ,
    David Leblang
    ,
    Rita R. Colwell
    ,
    Madhav V. Marathe
  9. Assessing Fairness of Residential Dynamic Pricing for Electricity using Active Learning with Agent-based Simulation
    AAMAS 2024 ·
    Swapna Thorve
    ,
    Henning S. Mortveit
    ,
    Anil Vullikanti
    ,
    Madhav V. Marathe
    , Samarth Swarup
  10. IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery
    CVPR 2024 ·
    Oishee Bintey Hoque
    , Samarth Swarup,
    Abhijin Adiga
    ,
    Sayjro Kossi Nouwakpo
    ,
    Madhav V. Marathe
  11. Network Agency: An Agent-based Model of Forced Migration from Ukraine
    AAMAS 2024 ·
    Zakaria Mehrab
    ,
    Logan Stundal
    , Samarth Swarup,
    Srinivasan Venkatramanan
    ,
    Bryan Lewis
    ,
    Henning S. Mortveit
    ,
    Christopher L. Barrett
    ,
    Abhishek Pandey
    ,
    Chad R. Wells
    ,
    Alison P. Galvani
    ,
    Burton H. Singer
    ,
    David Leblang
    ,
    Rita R. Colwell
    ,
    Madhav V. Marathe
  12. Strategic Routing and Scheduling for Evacuations
    AAMAS 2024 ·
    Kazi Ashik Islam
    ,
    Da Qi Chen
    ,
    Madhav V. Marathe
    ,
    Henning S. Mortveit
    , Samarth Swarup,
    Anil Vullikanti
  13. Value-based Resource Matching with Fairness Criteria: Application to Agricultural Water Trading
    AAMAS 2024 ·
    Abhijin Adiga
    ,
    Yohai Trabelsi
    ,
    Tanvir Ferdousi
    ,
    Madhav V. Marathe
    ,
    S. S. Ravi
    , Samarth Swarup,
    Anil Kumar S. Vullikanti
    ,
    Mandy L. Wilson
    ,
    Sarit Kraus
    ,
    Reetwika Basu
    ,
    Supriya Savalkar
    ,
    Matthew Yourek
    ,
    Michael Brady
    ,
    Kirti Rajagopalan
    ,
    Jonathan Yoder