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ORCIDFavyen Bastani
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2020 – today
- 2024
[i18]Yi-Chia Chang, Adam J. Stewart, Favyen Bastani, Piper Wolters, Shreya Kannan, George R. Huber, Jingtong Wang, Arindam Banerjee:
On the Generalizability of Foundation Models for Crop Type Mapping. CoRR abs/2409.09451 (2024)- [i17]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:
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models. CoRR abs/2409.17146 (2024) - 2023
- [c20]Stephen Mell
, Favyen Bastani, Steve Zdancewic, Osbert Bastani:
Synthesizing Trajectory Queries from Examples. CAV (1) 2023: 459-484 - [c19]Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi:
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding. ICCV 2023: 16726-16736 - [i16]Piper Wolters, Favyen Bastani, Aniruddha Kembhavi:
Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing. CoRR abs/2311.18082 (2023) - [i15]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 abs/2312.03207 (2023) - 2022
- [c18]Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska:
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE 2022: 2956-2968 - [c17]Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska:
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE 2022: 3065-3077 - [c16]Favyen Bastani, Samuel Madden:
OTIF: Efficient Tracker Pre-processing over Large Video Datasets. SIGMOD Conference 2022: 2091-2104 - [i14]Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi:
Satlas: A Large-Scale, Multi-Task Dataset for Remote Sensing Image Understanding. CoRR abs/2211.15660 (2022) - 2021
- [b1]Favyen Bastani:
Label-Efficient and Compute-Efficient Video Analytics. Massachusetts Institute of Technology, USA, 2021 - [j4]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): 109-117 (2021) - [c15]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: 53-56 - [c14]Favyen Bastani, Sam Madden:
Beyond Road Extraction: A Dataset for Map Update using Aerial Images. ICCV 2021: 11885-11894 - [c13]Favyen Bastani, Songtao He, Samuel Madden:
Self-Supervised Multi-Object Tracking with Cross-input Consistency. NeurIPS 2021: 13695-13706 - [c12]Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden:
SkyQuery: an aerial drone video sensing platform. Onward! 2021: 56-67 - [i13]Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden:
TagMe: GPS-Assisted Automatic Object Annotation in Videos. CoRR abs/2103.13428 (2021) - [i12]Favyen Bastani, Sam Madden:
MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics. CoRR abs/2103.14695 (2021) - [i11]Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden:
SkyQuery: An Aerial Drone Video Sensing Platform. CoRR abs/2103.14699 (2021) - [i10]Favyen Bastani, Sam Madden:
Beyond Road Extraction: A Dataset for Map Update using Aerial Images. CoRR abs/2110.04690 (2021) - [i9]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 abs/2110.06456 (2021) - [i8]Favyen Bastani, Songtao He, Sam Madden:
Self-Supervised Multi-Object Tracking with Cross-Input Consistency. CoRR abs/2111.05943 (2021) - 2020
- [j3]Favyen Bastani, Oscar R. Moll, Samuel Madden:
Vaas: Video Analytics At Scale. Proc. VLDB Endow. 13(12): 2877-2880 (2020) - [c11]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: 10965-10972 - [c10]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: 51-67 - [c9]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: 299-311 - [c8]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: 1907-1921 - [i7]Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska:
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. CoRR abs/2005.09141 (2020) - [i6]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 abs/2007.09547 (2020)
2010 – 2019
- 2019
- [i5]Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden:
Machine-Assisted Map Editing. CoRR abs/1906.07138 (2019) - [i4]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 abs/1910.04869 (2019) - [i3]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 abs/1912.12408 (2019) - 2018
- [c7]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: 4720-4728 - [c6]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: 3-12 - [c5]Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden:
Machine-assisted map editing. SIGSPATIAL/GIS 2018: 23-32 - [i2]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 abs/1802.03680 (2018) - 2014
- [j2]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): 2017-2028 (2014) - 2013
- [j1]Hui Ma, Favyen Bastani, I-Ling Yen, Hong Mei:
QoS-Driven Service Composition with Reconfigurable Services. IEEE Trans. Serv. Comput. 6(1): 20-34 (2013) - [c4]Charles Tian, Yan Huang, Zhi Liu, Favyen Bastani, Ruoming Jin:
Noah: a dynamic ridesharing system. SIGMOD Conference 2013: 985-988 - [i1]Yan Huang, Ruoming Jin, Favyen Bastani, Xiaoyang Sean Wang:
Large Scale Real-time Ridesharing with Service Guarantee on Road Networks. CoRR abs/1302.6666 (2013) - 2012
- [c3]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: 32-39 - 2011
- [c2]Favyen Bastani, Xing Xie, Yan Huang, Jason W. Powell:
A greener transportation mode: flexible routes discovery from GPS trajectory data. GIS 2011: 405-408 - [c1]Jason W. Powell, Yan Huang, Favyen Bastani, Minhe Ji:
Towards Reducing Taxicab Cruising Time Using Spatio-Temporal Profitability Maps. SSTD 2011: 242-260
Coauthor Index
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