Favyen Bastani

According to our database, Favyen Bastani authored at least 33 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models.

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

CoRR, 2024

On the Generalizability of Foundation Models for Crop Type Mapping.

Yi-Chia Chang, Adam J. Stewart, Favyen Bastani, Piper Wolters, Shreya Kannan, George R. Huber, Jingtong Wang, Arindam Banerjee

CoRR, 2024

2023

Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact.

Patrick Beukema, Favyen Bastani, Piper Wolters, Henry Herzog, Joe Ferdinando

CoRR, 2023

Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing.

Piper Wolters, Favyen Bastani, Aniruddha Kembhavi

CoRR, 2023

SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding.

Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Synthesizing Trajectory Queries from Examples.

Stephen Mell, Favyen Bastani, Steve Zdancewic, Osbert Bastani

Proceedings of the Computer Aided Verification - 35th International Conference, 2023

2022

Satlas: A Large-Scale, Multi-Task Dataset for Remote Sensing Image Understanding.

Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi

CoRR, 2022

OTIF: Efficient Tracker Pre-processing over Large Video Datasets.

Favyen Bastani, Samuel Madden

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

ExSample: Efficient Searches on Video Repositories through Adaptive Sampling.

Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Label-Efficient and Compute-Efficient Video Analytics.

Favyen Bastani

PhD thesis, 2021

SkyQuery: An Aerial Drone Video Sensing Platform.

Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden

CoRR, 2021

MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics.

Favyen Bastani, Sam Madden

CoRR, 2021

TagMe: GPS-Assisted Automatic Object Annotation in Videos.

Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden

CoRR, 2021

Inferring and improving street maps with data-driven automation.

Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi

Commun. ACM, 2021

SkyQuery: an aerial drone video sensing platform.

Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden

Proceedings of the Onward! 2021: Proceedings of the 2021 ACM SIGPLAN International Symposium on New Ideas, 2021

Self-Supervised Multi-Object Tracking with Cross-input Consistency.

Favyen Bastani, Songtao He, Samuel Madden

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Beyond Road Extraction: A Dataset for Map Update using Aerial Images.

Favyen Bastani, Sam Madden

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Updating Street Maps using Changes Detected in Satellite Imagery.

Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

Vaas: Video Analytics At Scale.

Favyen Bastani, Oscar R. Moll, Samuel Madden

Proc. VLDB Endow., 2020

MIRIS: Fast Object Track Queries in Video.

Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden

Proceedings of the 2020 International Conference on Management of Data, 2020

BeeCluster: drone orchestration via predictive optimization.

Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden

Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding.

Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi

Proceedings of the Computer Vision - ECCV 2020, 2020

RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.

Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018

Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images.

Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, David J. DeWitt, Sam Madden

CoRR, 2018

RoadRunner: improving the precision of road network inference from GPS trajectories.

Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Machine-assisted map editing.

Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

RoadTracer: Automatic Extraction of Road Networks From Aerial Images.

Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2014

Large Scale Real-time Ridesharing with Service Guarantee on Road Networks.

Yan Huang, Favyen Bastani, Ruoming Jin, Xiaoyang Sean Wang

Proc. VLDB Endow., 2014

2013

QoS-Driven Service Composition with Reconfigurable Services.

Hui Ma, Favyen Bastani, I-Ling Yen, Hong Mei

IEEE Trans. Serv. Comput., 2013

Noah: a dynamic ridesharing system.

Charles Tian, Yan Huang, Zhi Liu, Favyen Bastani, Ruoming Jin

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

2012

Real-Time Anomaly Detection in Streams of Execution Traces.

Wenke Zhang, Favyen Bastani, I-Ling Yen, Kevin Hulin, Farokh B. Bastani, Latifur Khan

Proceedings of the 14th International IEEE Symposium on High-Assurance Systems Engineering, 2012

2011

Towards Reducing Taxicab Cruising Time Using Spatio-Temporal Profitability Maps.

Jason W. Powell, Yan Huang, Favyen Bastani, Minhe Ji

Proceedings of the Advances in Spatial and Temporal Databases, 2011

A greener transportation mode: flexible routes discovery from GPS trajectory data.

Favyen Bastani, Xing Xie, Yan Huang, Jason W. Powell

Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011