Favyen Bastani

Most-cited papers

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models
Matt Deitke, Christopher Clark, Sangho Lee, Rohun Tripathi +47 more
2024arXiv.org423 citations
Semantic Scholar
RoadTracer: Automatic Extraction of Road Networks from Aerial Images
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh +4 more
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition387 citations
Semantic Scholar
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
Matt Deitke, Christopher Clark, Sangho Lee, Rohun Tripathi +46 more
2024Computer Vision and Pattern Recognition332 citations Open access
Semantic Scholar
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding
Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando +1 more
2022IEEE International Conference on Computer Vision266 citations Open access
Semantic Scholar
Large Scale Real-time Ridesharing with Service Guarantee on Road Networks
Yan Huang, Favyen Bastani, Ruo-Ming Jin, X. Wang
2013Proceedings of the VLDB Endowment218 citations Open access
Semantic Scholar
Towards Reducing Taxicab Cruising Time Using Spatio-Temporal Profitability Maps
J. W. Powell, Yan Huang, Favyen Bastani, Minhe Ji
2011International Symposium on Spatial and Temporal Databases151 citations
Semantic Scholar
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh +5 more
2020European Conference on Computer Vision148 citations Open access
Semantic Scholar
MIRIS: Fast Object Track Queries in Video
Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan +5 more
2020SIGMOD Conference96 citations Open access
Semantic Scholar
Galileo: Learning Global & Local Features of Many Remote Sensing Modalities
Gabriel Tseng, A. Fuller, Marlena Reil, Henry Herzog +6 more
2025International Conference on Machine Learning66 citations
Semantic Scholar
A greener transportation mode: flexible routes discovery from GPS trajectory data
Favyen Bastani, Yan Huang, Xing Xie, J. W. Powell
2011ACM SIGSPATIAL International Workshop on Advances in Geographic Information Systems61 citations
Semantic Scholar
QoS-Driven Service Composition with Reconfigurable Services
Hui Ma, Favyen Bastani, I. Yen, Hong Mei
2013IEEE Transactions on Services Computing55 citations
Semantic Scholar
Noah: a dynamic ridesharing system
Charles Tian, Yan Huang, Zhi Liu, Favyen Bastani +1 more
2013ACM SIGMOD Conference50 citations
Semantic Scholar
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park +6 more
2019AAAI Conference on Artificial Intelligence44 citations Open access
Semantic Scholar
Self-Supervised Multi-Object Tracking with Cross-Input Consistency
Favyen Bastani, Songtao He, Sam Madden
2021Neural Information Processing Systems39 citations
Semantic Scholar
OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation
Henry Herzog, Favyen Bastani, Ya-Wen Zhang, Gabriel Tseng +22 more
2025arXiv.org34 citations
Semantic Scholar
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling
Oscar Moll, Favyen Bastani, Sam Madden, M. Stonebraker +2 more
2020IEEE International Conference on Data Engineering34 citations Open access
Semantic Scholar
OTIF: Efficient Tracker Pre-processing over Large Video Datasets
Favyen Bastani, Sam Madden
2022SIGMOD Conference28 citations Open access
Semantic Scholar
BeeCluster: drone orchestration via predictive optimization
Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishna +6 more
2020ACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services21 citations Open access
Semantic Scholar
Machine-assisted map editing
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh +3 more
2018SIGSPATIAL/GIS21 citations Open access
Semantic Scholar
Satlas: A Large-Scale, Multi-Task Dataset for Remote Sensing Image Understanding
Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando +1 more
2022arXiv.org20 citations Open access
Semantic Scholar
Beyond Road Extraction: A Dataset for Map Update using Aerial Images
Favyen Bastani, Sam Madden
2021IEEE International Conference on Computer Vision19 citations Open access
Semantic Scholar
Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing
Piper Wolters, Favyen Bastani, Aniruddha Kembhavi
2023arXiv.org14 citations
Semantic Scholar
SkyQuery: an aerial drone video sensing platform
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani +3 more
2021SIGPLAN symposium on New ideas, new paradigms, and reflections on programming and software12 citations Open access
Semantic Scholar
On the Generalizability of Foundation Models for Crop Type Mapping
Yi-Chia Chang, Adam J. Stewart, Favyen Bastani, Piper Wolters +4 more
2024IEEE International Geoscience and Remote Sensing Symposium10 citations Open access
Semantic Scholar
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling
Oscar Moll, Favyen Bastani, Sam Madden, M. Stonebraker +2 more
2022IEEE International Conference on Data Engineering8 citations
Semantic Scholar
Updating Street Maps using Changes Detected in Satellite Imagery
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh +4 more
2021SIGSPATIAL/GIS8 citations Open access
Semantic Scholar
Inferring and improving street maps with data-driven automation
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park +6 more
2019Communications of the ACM7 citations Open access
Semantic Scholar
Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh +4 more
2018arXiv.org7 citations
Semantic Scholar
OlmoEarth v1.2: A more efficient family of OlmoEarth models
Gabriel Tseng, Ya-Wen Zhang, Favyen Bastani, Henry Herzog +7 more
20265 citations
Semantic Scholar
Synthesizing Trajectory Queries from Examples
Stephen Mell, Favyen Bastani, Steve Zdancewic, Osbert Bastani
2026International Conference on Computer Aided Verification3 citations Open access
Semantic Scholar
Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact
Patrick Beukema, Favyen Bastani, Piper Wolters, Henry Herzog +1 more
2023arXiv.org3 citations
Semantic Scholar
MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics
Favyen Bastani, Sam Madden
2021arXiv.org3 citations
Semantic Scholar
OlmoEarth v1.1: A more efficient family of OlmoEarth models
Gabriel Tseng, Ya-Wen Zhang, Favyen Bastani, Henry Herzog +6 more
2026arXiv.org2 citations
Semantic Scholar
High-Resolution Live Fuel Moisture Content (LFMC) Maps for Wildfire Risk from Multimodal Earth Observation Data
Patrick Alan Johnson, Gabriel Tseng, Ya-Wen Zhang, Heather Heward +4 more
2025arXiv.org2 citations
Semantic Scholar
High-Resolution LFMC Maps for Wildfire Risk From Multimodal Earth Observation Data
Patrick Alan Johnson, Gabriel Tseng, Ya-Wen Zhang, Heather Heward +4 more
2025TerraBytes1 citations
Semantic Scholar
Vaas
Favyen Bastani, Oscar Moll, Sam Madden
2020Proceedings of the VLDB Endowment1 citations Open access
Semantic Scholar
Self-Supervised Multi-Modal World Model with 4D Space-Time Embedding
Lance Legel, Qingju Huang, Brandon Voelker, Daniel Neamati +8 more
2026arXiv.org0 citations
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OPTIMUS: Observing Persistent Transformations in Multi-Temporal Unlabeled Satellite-Data
Raymond Yu, Paul Han, Josh Myers-Dean, Piper Wolters +1 more
2025IEEE Workshop/Winter Conference on Applications of Computer Vision0 citations Open access
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LIGHTHOUSE: Fast and precise distance to shoreline calculations from anywhere on earth
Patrick Beukema, Henry Herzog, Ya-Wen Zhang, Hunter Pitelka +1 more
2025arXiv.org0 citations
Semantic Scholar
Label-Efficient and Compute-Efficient Video Analytics
Favyen Bastani
20210 citations
Semantic Scholar
TagMe: GPS-Assisted Automatic Object Annotation in Videos
Songtao He, Favyen Bastani, Mohammad Alizadeh, Harinarayanan Balakrishnan +3 more
2021arXiv.org0 citations
Semantic Scholar
2019 Reviewers List
Omar Abdel Wahab, Yasser Abduallah, Satyam Agarwal, V. Agarwal +131 more
2019Health Information Management Journal0 citations Open access
Semantic Scholar
2018 Reviewers List
Cristina Abad, Ahmed AbdeI-Latif, A. Abdolrashidi, A. Abdul +65 more
2019IEEE Transactions on Visualization and Computer Graphics0 citations Open access
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Robust Road Topology Extraction from Aerial Imagery by Favyen Bastani
Favyen Bastani, Sam Madden
20180 citations
Semantic Scholar
Robust road topology extraction from aerial imagery
Favyen Bastani
20180 citations
Semantic Scholar
PLANTEUR: A Crop-Type Segmentation Benchmark for Tropical Regions
Piper Wolters, Gabriel Tseng, Favyen Bastani, Joseph Redmon +3 more
0 citations
Semantic Scholar
MIT Open Access
Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh +3 more
0 citations
Semantic Scholar