Favyen Bastani

54 papers A* 9A 2B 1Journal 29Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Self-Supervised Multi-Modal World Model with 4D Space-Time Embedding. CoRR Lance Legel, Qin Huang, Brandon Voelker, Daniel Neamati, Patrick Alan Johnson, Favyen Bastani, Jeff Rose, James Ryan Hennessy, Robert P. Guralnick, Douglas E. Soltis, Pamela S. Soltis, Shaowen Wang
2026	J	`jnl`	Synthesizing Trajectory Queries from Examples. CoRR Stephen Mell, Favyen Bastani, Steve Zdancewic, Osbert Bastani
2025	A*	`conf`	Galileo: Learning Global & Local Features of Many Remote Sensing Modalities. ICML Gabriel Tseng, Anthony Fuller, Marlena Reil, Henry Herzog, Patrick Beukema, Favyen Bastani, James R. Green, Evan Shelhamer, Hannah Kerner, David Rolnick
2025	J	`jnl`	Galileo: Learning Global and Local Features in Pretrained Remote Sensing Models. CoRR Gabriel Tseng, Anthony Fuller, Marlena Reil, Henry Herzog, Patrick Beukema, Favyen Bastani, James R. Green, Evan Shelhamer, Hannah Kerner, David Rolnick
2025	—	`conf`	High-Resolution LFMC Maps for Wildfire Risk From Multimodal Earth Observation Data. TerraBytes Patrick Alan Johnson, Gabriel Tseng, Yawen Zhang, Heather Heward, Virginia Sjahli, Favyen Bastani, Joseph Redmon, Patrick Beukema
2025	J	`jnl`	High-Resolution Live Fuel Moisture Content (LFMC) Maps for Wildfire Risk from Multimodal Earth Observation Data. CoRR Patrick Alan Johnson, Gabriel Tseng, Yawen Zhang, Heather Heward, Virginia Sjahli, Favyen Bastani, Joseph Redmon, Patrick Beukema
2025	J	`jnl`	LIGHTHOUSE: Fast and precise distance to shoreline calculations from anywhere on earth. CoRR Patrick Beukema, Henry Herzog, Yawen Zhang, Hunter Pitelka, Favyen Bastani
2025	A*	`conf`	Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models. CVPR Matt Deitke, Christopher Clark, Sangho Lee, Rohun Tripathi, Yue Yang, Jae Sung Park, Mohammadreza Salehi, Niklas Muennighoff, Kyle Lo, Luca Soldaini, Jiasen Lu, Taira Anderson, Erin Bransom, Kiana Ehsani, Huong Ngo, Yen-Sung Chen, Ajay Patel, Mark Yatskar, Chris Callison-Burch, Andrew Head, Rose Hendrix, Favyen Bastani, Eli VanderBilt, Nathan Lambert, Yvonne Chou, Arnavi Chheda, Jenna Sparks, Sam Skjonsberg, Michael Schmitz, Aaron Sarnat, Byron Bischoff, Pete Walsh, Chris Newell, Piper Wolters, Tanmay Gupta, Kuo-Hao Zeng, Jon Borchardt, Dirk Groeneveld, Crystal Nam, Sophie Lebrecht, Caitlin Wittlif, Carissa Schoenick, Oscar Michel, Ranjay Krishna, Luca Weihs, Noah A. Smith, Hannaneh Hajishirzi, Ross B. Girshick, Ali Farhadi, Aniruddha Kembhavi
2025	A	`conf`	OPTIMUS: Observing Persistent Transformations in Multi-Temporal Unlabeled Satellite-Data. WACV Raymond Yu, Paul Han, Piper Wolters, Favyen Bastani
2025	J	`jnl`	OPTIMUS: Observing Persistent Transformations in Multi-temporal Unlabeled Satellite-data. CoRR Raymond Yu, Paul Han, Josh Myers-Dean, Piper Wolters, Favyen Bastani
2025	J	`jnl`	OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation. CoRR Henry Herzog, Favyen Bastani, Yawen Zhang, Gabriel Tseng, Joseph Redmon, Hadrien Sablon, Ryan Park, Jacob Morrison, Alexandra Buraczynski, Karen Farley, Joshua Hansen, Andrew Howe, Patrick Alan Johnson, Mark Otterlee, Ted Schmitt, Hunter Pitelka, Stephen Daspit, Rachel Ratner, Christopher Wilhelm, Sebastian Wood, Mike Jacobi, Hannah Kerner, Evan Shelhamer, Ali Farhadi, Ranjay Krishna, Patrick Beukema
2024	J	`jnl`	Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models. CoRR Matt Deitke, Christopher Clark, Sangho Lee, Rohun Tripathi, Yue Yang, Jae Sung Park, Mohammadreza Salehi, Niklas Muennighoff, Kyle Lo, Luca Soldaini, Jiasen Lu, Taira Anderson, Erin Bransom, Kiana Ehsani, Huong Ngo, Yen-Sung Chen, Ajay Patel, Mark Yatskar, Chris Callison-Burch, Andrew Head, Rose Hendrix, Favyen Bastani, Eli VanderBilt, Nathan Lambert, Yvonne Chou, Arnavi Chheda, Jenna Sparks, Sam Skjonsberg, Michael Schmitz, Aaron Sarnat, Byron Bischoff, Pete Walsh, Chris Newell, Piper Wolters, Tanmay Gupta, Kuo-Hao Zeng, Jon Borchardt, Dirk Groeneveld, Jen Dumas, Crystal Nam, Sophie Lebrecht, Caitlin Wittlif, Carissa Schoenick, Oscar Michel, Ranjay Krishna, Luca Weihs, Noah A. Smith, Hannaneh Hajishirzi, Ross B. Girshick, Ali Farhadi, Aniruddha Kembhavi
2024	J	`jnl`	On the Generalizability of Foundation Models for Crop Type Mapping. CoRR Yi-Chia Chang, Adam J. Stewart, Favyen Bastani, Piper Wolters, Shreya Kannan, George R. Huber, Jingtong Wang, Arindam Banerjee
2023	J	`jnl`	Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact. CoRR Patrick Beukema, Favyen Bastani, Piper Wolters, Henry Herzog, Joe Ferdinando
2023	A*	`conf`	SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding. ICCV Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi
2023	—	`conf`	Synthesizing Trajectory Queries from Examples. CAV (1) Stephen Mell, Favyen Bastani, Steve Zdancewic, Osbert Bastani
2023	J	`jnl`	Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing. CoRR Piper Wolters, Favyen Bastani, Aniruddha Kembhavi
2022	A*	`conf`	ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
2022	A*	`conf`	ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
2022	—	`conf`	OTIF: Efficient Tracker Pre-processing over Large Video Datasets. SIGMOD Conference Favyen Bastani, Samuel Madden
2022	J	`jnl`	Satlas: A Large-Scale, Multi-Task Dataset for Remote Sensing Image Understanding. CoRR Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi
2021	A*	`conf`	Beyond Road Extraction: A Dataset for Map Update using Aerial Images. ICCV Favyen Bastani, Sam Madden
2021	J	`jnl`	Beyond Road Extraction: A Dataset for Map Update using Aerial Images. CoRR Favyen Bastani, Sam Madden
2021	J	`jnl`	Inferring and improving street maps with data-driven automation. Commun. ACM Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2021	—	`—`	Label-Efficient and Compute-Efficient Video Analytics. Favyen Bastani
2021	J	`jnl`	MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics. CoRR Favyen Bastani, Sam Madden
2021	J	`jnl`	Self-Supervised Multi-Object Tracking with Cross-Input Consistency. CoRR Favyen Bastani, Songtao He, Sam Madden
2021	A*	`conf`	Self-Supervised Multi-Object Tracking with Cross-input Consistency. NeurIPS Favyen Bastani, Songtao He, Samuel Madden
2021	J	`jnl`	SkyQuery: An Aerial Drone Video Sensing Platform. CoRR Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden
2021	—	`conf`	SkyQuery: an aerial drone video sensing platform. Onward! Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden
2021	J	`jnl`	TagMe: GPS-Assisted Automatic Object Annotation in Videos. CoRR Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
2021	—	`conf`	Updating Street Maps using Changes Detected in Satellite Imagery. SIGSPATIAL/GIS Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2021	J	`jnl`	Updating Street Maps using Changes Detected in Satellite Imagery. CoRR Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2020	A	`conf`	BeeCluster: drone orchestration via predictive optimization. MobiSys Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
2020	J	`jnl`	ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. CoRR Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
2020	—	`conf`	MIRIS: Fast Object Track Queries in Video. SIGMOD Conference Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
2020	A*	`conf`	RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. AAAI Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
2020	—	`conf`	Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding. ECCV (24) Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
2020	J	`jnl`	Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding. CoRR Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
2020	J	`jnl`	Vaas: Video Analytics At Scale. Proc. VLDB Endow. Favyen Bastani, Oscar R. Moll, Samuel Madden
2019	J	`jnl`	Inferring and Improving Street Maps with Data-Driven Automation. CoRR Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
2019	J	`jnl`	Machine-Assisted Map Editing. CoRR Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
2019	J	`jnl`	RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. CoRR Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
2018	—	`conf`	Machine-assisted map editing. SIGSPATIAL/GIS Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
2018	—	`conf`	RoadRunner: improving the precision of road network inference from GPS trajectories. SIGSPATIAL/GIS Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
2018	A*	`conf`	RoadTracer: Automatic Extraction of Road Networks From Aerial Images. CVPR Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt
2018	J	`jnl`	Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images. CoRR Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, David J. DeWitt, Sam Madden
2014	J	`jnl`	Large Scale Real-time Ridesharing with Service Guarantee on Road Networks. Proc. VLDB Endow. Yan Huang, Favyen Bastani, Ruoming Jin, Xiaoyang Sean Wang
2013	J	`jnl`	Large Scale Real-time Ridesharing with Service Guarantee on Road Networks CoRR Yan Huang, Ruoming Jin, Favyen Bastani, Xiaoyang Sean Wang
2013	—	`conf`	Noah: a dynamic ridesharing system. SIGMOD Conference Charles Tian, Yan Huang, Zhi Liu, Favyen Bastani, Ruoming Jin
2013	J	`jnl`	QoS-Driven Service Composition with Reconfigurable Services. IEEE Trans. Serv. Comput. Hui Ma, Favyen Bastani, I-Ling Yen, Hong Mei
2012	—	`conf`	Real-Time Anomaly Detection in Streams of Execution Traces. HASE Wenke Zhang, Favyen Bastani, I-Ling Yen, Kevin Hulin, Farokh B. Bastani, Latifur Khan
2011	—	`conf`	A greener transportation mode: flexible routes discovery from GPS trajectory data. GIS Favyen Bastani, Xing Xie, Yan Huang, Jason W. Powell
2011	B	`conf`	Towards Reducing Taxicab Cruising Time Using Spatio-Temporal Profitability Maps. SSTD Jason W. Powell, Yan Huang, Favyen Bastani, Minhe Ji