Favyen Bastani

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 33

Top Topics

Satellite Imagery

Video Analytics

Image Understanding

Top Venues

Proc. VLDB Endow.

Publications

Piper Wolters, Favyen Bastani, Aniruddha Kembhavi
Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing. CoRR (2023)
Patrick Beukema, Favyen Bastani, Piper Wolters, Henry Herzog, Joe Ferdinando
Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact. CoRR (2023)
Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding. ICCV (2023)
Stephen Mell, Favyen Bastani, Steve Zdancewic, Osbert Bastani
Synthesizing Trajectory Queries from Examples. CAV (1) (2023)
Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi
Satlas: A Large-Scale, Multi-Task Dataset for Remote Sensing Image Understanding. CoRR (2022)
Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE (2022)
Favyen Bastani, Samuel Madden
OTIF: Efficient Tracker Pre-processing over Large Video Datasets. SIGMOD Conference (2022)
Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE (2022)
Favyen Bastani, Sam Madden
Beyond Road Extraction: A Dataset for Map Update using Aerial Images. ICCV (2021)
Favyen Bastani, Songtao He, Samuel Madden
Self-Supervised Multi-Object Tracking with Cross-input Consistency. NeurIPS (2021)
Favyen Bastani, Songtao He, Sam Madden
Self-Supervised Multi-Object Tracking with Cross-Input Consistency. CoRR (2021)
Favyen Bastani, Sam Madden
MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics. CoRR (2021)
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden
SkyQuery: an aerial drone video sensing platform. Onward! (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Updating Street Maps using Changes Detected in Satellite Imagery. SIGSPATIAL/GIS (2021)
Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
TagMe: GPS-Assisted Automatic Object Annotation in Videos. CoRR (2021)
Favyen Bastani, Sam Madden
Beyond Road Extraction: A Dataset for Map Update using Aerial Images. CoRR (2021)
Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden
SkyQuery: An Aerial Drone Video Sensing Platform. CoRR (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Inferring and improving street maps with data-driven automation. Commun. ACM 64 (11) (2021)
Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Updating Street Maps using Changes Detected in Satellite Imagery. CoRR (2021)
Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
BeeCluster: drone orchestration via predictive optimization. MobiSys (2020)
Favyen Bastani, Oscar R. Moll, Samuel Madden
Vaas: Video Analytics At Scale. Proc. VLDB Endow. 13 (12) (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. AAAI (2020)
Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden
MIRIS: Fast Object Track Queries in Video. SIGMOD Conference (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding. CoRR (2020)
Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi
Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding. ECCV (24) (2020)
Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. CoRR (2020)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
Machine-Assisted Map Editing. CoRR (2019)
Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi
Inferring and Improving Street Maps with Data-Driven Automation. CoRR (2019)
Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. CoRR (2019)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt
RoadTracer: Automatic Extraction of Road Networks From Aerial Images. CVPR (2018)
Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
RoadRunner: improving the precision of road network inference from GPS trajectories. SIGSPATIAL/GIS (2018)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden
Machine-assisted map editing. SIGSPATIAL/GIS (2018)
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, David J. DeWitt, Sam Madden
Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images. CoRR (2018)
Yan Huang, Favyen Bastani, Ruoming Jin, Xiaoyang Sean Wang
Large Scale Real-time Ridesharing with Service Guarantee on Road Networks. Proc. VLDB Endow. 7 (14) (2014)
Yan Huang, Ruoming Jin, Favyen Bastani, Xiaoyang Sean Wang
Large Scale Real-time Ridesharing with Service Guarantee on Road Networks CoRR (2013)
Charles Tian, Yan Huang, Zhi Liu, Favyen Bastani, Ruoming Jin
Noah: a dynamic ridesharing system. SIGMOD Conference (2013)
Hui Ma, Favyen Bastani, I-Ling Yen, Hong Mei
QoS-Driven Service Composition with Reconfigurable Services. IEEE Trans. Serv. Comput. 6 (1) (2013)
Wenke Zhang, Favyen Bastani, I-Ling Yen, Kevin Hulin, Farokh B. Bastani, Latifur Khan
Real-Time Anomaly Detection in Streams of Execution Traces. HASE (2012)
Jason W. Powell, Yan Huang, Favyen Bastani, Minhe Ji
Towards Reducing Taxicab Cruising Time Using Spatio-Temporal Profitability Maps. SSTD (2011)
Favyen Bastani, Xing Xie, Yan Huang, Jason W. Powell
A greener transportation mode: flexible routes discovery from GPS trajectory data. GIS (2011)