Swarup, Samarth

10 publications

AAAI 2025 A Unifying Information-Theoretic Perspective on Evaluating Generative Models Alexis Fox, Samarth Swarup, Abhijin Adiga

IJCAI 2025 Hazard Function Guided Agent-Based Models: A Case Study of Return Migration from Poland to Ukraine Zakaria Mehrab, S. S. Ravi, Logan Stundal, Samarth Swarup, Srinivasan Venkatramanan, Bryan L. Lewis, Henning S. Mortveit, David Leblang, Madhav V. Marathe

IJCAI 2025 IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-Constrained Semantic Segmentation Oishee Bintey Hoque, Abhijin Adiga, Aniruddha Adiga, Siddharth Chaudhary, Madhav V. Marathe, S. S. Ravi, Kirti Rajagopalan, Amanda Wilson, Samarth Swarup

NeurIPS 2025 IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture Nibir Chandra Mandal, Oishee Bintey Hoque, Mandy L Wilson, Samarth Swarup, Sayjro K Nouwakpo, Abhijin Adiga, Madhav Marathe

IJCAI 2025 Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing Oishee Bintey Hoque, Nibir Chandra Mandal, Abhijin Adiga, Samarth Swarup, Sayjro Kossi Nouwakpo, Amanda Wilson, Madhav V. Marathe

AAAI 2024 A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration 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

CVPRW 2024 IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery Oishee Bintey Hoque, Samarth Swarup, Abhijin Adiga, Sayjro Kossi Nouwakpo, Madhav V. Marathe

IJCAI 2023 Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays Kazi Ashik Islam, Da Qi Chen, Madhav V. Marathe, Henning S. Mortveit, Samarth Swarup, Anil Vullikanti

IJCAI 2022 A Reliability-Aware Distributed Framework to Schedule Residential Charging of Electric Vehicles Rounak Meyur, Swapna Thorve, Madhav V. Marathe, Anil Vullikanti, Samarth Swarup, Henning S. Mortveit

AAAI 2006 Cross-Domain Knowledge Transfer Using Structured Representations Samarth Swarup, Sylvian R. Ray