FB
Favyen Bastani
cs.CVcs.LGcs.DBcs.AIcs.CLcs.DScs.NIcs.PL
On Valency
published · living versionsW_9efeks8m·v1 · currentpublished
PLANTEUR: A Crop-Type Segmentation Benchmark for Tropical Regions
with Piper Wolters, Gabriel Tseng, Joseph Redmon, Yawen Zhang +2
1 version
W_ttpwsgn5·v1published
Preprints & journals
26 papers in the corpus · 2013–2026OlmoEarth v1.2: A more efficient family of OlmoEarth models2605.20804v3 · Gabriel Tseng, Yawen Zhang, Favyen Bastani et al.2026 · 0 citationsarXiv
Self-Supervised Multi-Modal World Model with 4D Space-Time Embedding2603.07039v1 · Lance Legel, Qin Huang, Brandon Voelker et al.2026 · 0 citationsarXiv
Synthesizing Trajectory Queries from Examples2602.15164v1 · Stephen Mell, Favyen Bastani, Steve Zdancewic et al.2026 · 5 citationsInternational Conference on Computer Aided Verification, pp. 459-484 (July 2023)
OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation2511.13655v1 · Henry Herzog, Favyen Bastani, Yawen Zhang et al.2025 · 2 citationsarXiv
High-Resolution Live Fuel Moisture Content (LFMC) Maps for Wildfire Risk from Multimodal Earth Observation Data2506.20132v2 · Patrick Alan Johnson, Gabriel Tseng, Yawen Zhang et al.2025 · 0 citationsarXiv
LIGHTHOUSE: Fast and precise distance to shoreline calculations from anywhere on earth2506.18842v1 · Patrick Beukema, Henry Herzog, Yawen Zhang et al.2025 · 0 citationsarXiv
OPTIMUS: Observing Persistent Transformations in Multi-temporal Unlabeled Satellite-data2506.13902v1 · Raymond Yu, Paul Han, Josh Myers-Dean et al.2025 · 1 citationarXiv
Galileo: Learning Global & Local Features of Many Remote Sensing Modalities2502.09356v3 · Gabriel Tseng, Anthony Fuller, Marlena Reil et al.2025 · 1 citationarXiv
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models2409.17146v2 · Matt Deitke, Christopher Clark, Sangho Lee et al.2024 · 66 citationsarXiv
On the Generalizability of Foundation Models for Crop Type Mapping2409.09451v5 · Yi-Chia Chang, Adam J. Stewart, Favyen Bastani et al.2024 · 4 citationsarXiv
Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact (Version. 2.0)2312.03207v2 · Patrick Beukema, Favyen Bastani, Yawen Zheng et al.2023 · 2 citationsarXiv
Zooming Out on Zooming In: Advancing Super-Resolution for Remote Sensing2311.18082v1 · Piper Wolters, Favyen Bastani, Aniruddha Kembhavi2023 · 10 citationsarXiv
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding2211.15660v3 · Favyen Bastani, Piper Wolters, Ritwik Gupta et al.2022 · 167 citationsarXiv
Self-Supervised Multi-Object Tracking with Cross-Input Consistency2111.05943v1 · Favyen Bastani, Songtao He, Sam Madden2021 · 18 citationsarXiv
Updating Street Maps using Changes Detected in Satellite Imagery2110.06456v1 · Favyen Bastani, Songtao He, Satvat Jagwani et al.2021 · 6 citationsarXiv
Beyond Road Extraction: A Dataset for Map Update using Aerial Images2110.04690v1 · Favyen Bastani, Sam Madden2021 · 20 citationsarXiv
MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics2103.14695v1 · Favyen Bastani, Sam Madden2021 · 0 citationsarXiv
SkyQuery: An Aerial Drone Video Sensing Platform2103.14699v2 · Favyen Bastani, Songtao He, Ziwen Jiang et al.2021 · 6 citationsarXiv
TagMe: GPS-Assisted Automatic Object Annotation in Videos2103.13428v1 · Songtao He, Favyen Bastani, Mohammad Alizadeh et al.2021 · 0 citationsarXiv
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding2007.09547v1 · Songtao He, Favyen Bastani, Satvat Jagwani et al.2020 · 129 citationsarXiv
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling2005.09141v3 · Oscar Moll, Favyen Bastani, Sam Madden et al.2020 · 16 citations2022 IEEE 38th International Conference on Data Engineering (ICDE)
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks1912.12408v1 · Songtao He, Favyen Bastani, Satvat Jagwani et al.2019 · 37 citationsarXiv
Inferring and Improving Street Maps with Data-Driven Automation1910.04869v2 · Favyen Bastani, Songtao He, Satvat Jagwani et al.2019 · 5 citationsarXiv
Machine-Assisted Map Editing1906.07138v1 · Favyen Bastani, Songtao He, Sofiane Abbar et al.2019 · 21 citationsProceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pg 23-32, 2018
RoadTracer: Automatic Extraction of Road Networks from Aerial Images1802.03680v2 · Favyen Bastani, Songtao He, Sofiane Abbar et al.2018 · 387 citationsarXiv
Large Scale Real-time Ridesharing with Service Guarantee on Road Networks1302.6666v1 · Yan Huang, Ruoming Jin, Favyen Bastani et al.2013 · 208 citationsarXiv
Career total: 46 works. 26 are in this corpus.
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