Galileo: Learning Global and Local Features in Pretrained Remote Sensing Models

Authors: Tseng, Gabriel, Fuller, Anthony, Reil, Marlena, Herzog, Henry, Beukema, Patrick, Bastani, Favyen, Green, James R., Shelhamer, Evan, Kerner, Hannah, Rolnick, David

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2502.09356

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Authors: Deitke, Matt, Clark, Christopher, Lee, Sangho, Tripathi, Rohun, Yang, Yue, Park, Jae Sung, Salehi, Mohammadreza, Muennighoff, Niklas, Lo, Kyle, Soldaini, Luca, Lu, Jiasen, Anderson, Taira, Bransom, Erin, Ehsani, Kiana, Ngo, Huong, Chen, YenSung, Patel, Ajay, Yatskar, Mark, Callison-Burch, Chris, Head, Andrew, Hendrix, Rose, Bastani, Favyen, VanderBilt, Eli, Lambert, Nathan, Chou, Yvonne, Chheda, Arnavi, Sparks, Jenna, Skjonsberg, Sam, Schmitz, Michael, Sarnat, Aaron, Bischoff, Byron, Walsh, Pete, Newell, Chris, Wolters, Piper, Gupta, Tanmay, Zeng, Kuo-Hao, Borchardt, Jon, Groeneveld, Dirk, Nam, Crystal, Lebrecht, Sophie, Wittlif, Caitlin, Schoenick, Carissa, Michel, Oscar, Krishna, Ranjay, Weihs, Luca, Smith, Noah A., Hajishirzi, Hannaneh, Girshick, Ross, Farhadi, Ali, Kembhavi, Aniruddha

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.17146

On the Generalizability of Foundation Models for Crop Type Mapping

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.09451

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

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

Source: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2023 IEEE/CVF International Conference on. :16726-16736 Oct, 2023

Relation: 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

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

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2312.03207

ExSample: Efficient Searches on Video Repositories through Adaptive Sampling

Authors: Moll, Oscar, Bastani, Favyen, Madden, Sam, Stonebraker, Mike, Gadepally, Vijay, Kraska, Tim

Source: 2022 IEEE 38th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2022 IEEE 38th International Conference on. :2956-2968 May, 2022

Relation: 2022 IEEE 38th International Conference on Data Engineering (ICDE)

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

Authors: Bastani, Favyen, Madden, Sam

Source: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2021 IEEE/CVF International Conference on. :11885-11894 Oct, 2021

Relation: 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

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

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2211.15660

Synthesizing Trajectory Queries from Examples
35th Computer aided verification International conference, CAV

Authors: Mell, Stephen, Bastani, Favyen, Zdancewic, Steve, Bastani, Osbert

Source: Lecture notes in computer science. 13964:459-484

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN608363050&indx=1&recIds=ETOCCN608363050

Self-Supervised Multi-Object Tracking with Cross-Input Consistency

Authors: Bastani, Favyen, He, Songtao, Madden, Sam

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2111.05943

Updating Street Maps using Changes Detected in Satellite Imagery

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2110.06456

RoadTracer: Automatic Extraction of Road Networks from Aerial Images

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

Source: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition CVPR Computer Vision and Pattern Recognition (CVPR), 2018 IEEE/CVF Conference on. :4720-4728 Jun, 2018

Relation: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics

Authors: Bastani, Favyen, Madden, Sam

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2103.14695

SkyQuery: An Aerial Drone Video Sensing Platform

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

Subject Terms: Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2103.14699

TagMe: GPS-Assisted Automatic Object Annotation in Videos

Authors: He, Songtao, Bastani, Favyen, Alizadeh, Mohammad, Balakrishnan, Hari, Cafarella, Michael, Kraska, Tim, Madden, Sam

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2103.13428

Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2007.09547

RoadTagger: Robust Road Attribute Inference with Graph Neural Networks

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1912.12408

Inferring and Improving Street Maps with Data-Driven Automation

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1910.04869

Machine-Assisted Map Editing

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

Source: Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pg 23-32, 2018

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1906.07138

Inferring and Improving Street Maps with Data-Driven Automation.

Authors: BASTANI, FAVYEN¹, SONGTAO HE², JAGWANI, SATVAT³, PARK, EDWARD³, ABBAR, SOFIANE⁴, ALIZADEH, MOHAMMAD⁵, BALAKRISHNAN, HARI⁶, CHAWLA, SANJAY⁷, MADDEN, SAM⁶, SADEGHI, MOHAMMAD AMIN⁸

Source: Communications of the ACM; Nov2021, Vol. 64 Issue 11, p109-117, 9p, 1 Color Photograph, 2 Diagrams, 2 Maps