Bastani, Favyen

10 publications

ICML 2025 Galileo: Learning Global & Local Features of Many Remote Sensing Modalities Gabriel Tseng, Anthony Fuller, Marlena Reil, Henry Herzog, Patrick Beukema, Favyen Bastani, James R Green, Evan Shelhamer, Hannah Kerner, David Rolnick

CVPR 2025 Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language 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, YenSung 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 Girshick, Ali Farhadi, Aniruddha Kembhavi

WACV 2025 OPTIMUS: Observing Persistent Transformations in Multi-Temporal Unlabeled Satellite-Data Raymond Yu, Paul Han, Piper Wolters, Favyen Bastani

NeurIPSW 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, Joseph George Ferdinando

ICCV 2023 SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding Favyen Bastani, Piper Wolters, Ritwik Gupta, Joe Ferdinando, Aniruddha Kembhavi

ICCV 2021 Beyond Road Extraction: A Dataset for mAP Update Using Aerial Images Favyen Bastani, Samuel Madden

NeurIPS 2021 Self-Supervised Multi-Object Tracking with Cross-Input Consistency Favyen Bastani, Songtao He, Samuel Madden

NeurIPSW 2021 Synthesizing Video Trajectory Queries Stephen Mell, Favyen Bastani, Stephan Zdancewic, Osbert Bastani

AAAI 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

ECCV 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