WE3.R15.1
PROMPTED, NOT TRAINED: ON ZERO-SHOT CLASSIFICATION OF SYNTHETIC APERTURE IMAGERY WITH VISION-LANGUAGE MODELS
Isaac Gerg, Climate AI, United States
Session:
WE3.R15: Vision-Language Models for Remote Sensing: Foundations, Applications, and Challenges (3/3) Oral
Track:
Community Contributed Themes
Location:
TBD
Presentation Time:
Wed, 12 Aug, 13:45 - 14:00
Session Co-Chairs:
Hongjie He, and Linlin Xu,
Presentation
Discussion
Resources
No resources available.
Session WE3.R15
WE3.R15.1: PROMPTED, NOT TRAINED: ON ZERO-SHOT CLASSIFICATION OF SYNTHETIC APERTURE IMAGERY WITH VISION-LANGUAGE MODELS
Isaac Gerg, Climate AI, United States
WE3.R15.2: VISION-LANGUAGE AGENTS FOR INTERACTIVE FOREST CHANGE ANALYSIS
James Brock, Ce Zhang, Nantheera Anantrasirichai, University of Bristol, United Kingdom
WE3.R15.3: ON THE IMPACT OF PATCH SIZE IN LLM-BASED IMAGE CAPTIONING OF SENTINEL-2 IMAGERY
Teodor COSTACHIOIU, Vlad VASILESCU, Daniela FAUR, National University of Science and Technology Politehnica Bucharest, Romania
WE3.R15.4: EO-GPT: An Open Source AI Framework for Earth Observation Analysis
Brian Terry, Otto Wagner, Analytical Mechanics Associates, Inc., United States; Emir Korukluoglu, Analytical Mechanics Associates, United States; Oguz Yetkin, Analytical Mechanics Associates, Inc., United States; Aya Mousa, Binera, United States; David Borges, NASA Langley Research Center, United States; Sanjay Gowda, Analytical Mechanics Associates, Inc., United States
WE3.R15.5: TRINETRA: TEXT-GUIDED REMOTE-SENSING INTERPRETATION VIA ENSEMBLE-BASED TRANSFORMERS
Harshit Jaiswal, Vedant Neekhra, Shlok Jain, aayush gajeshwar, Dabeet Kumar Das, Arnab Datta, Archisman Dhar, Ujjwal Prakash, Indian Institute of Technology Kanpur, India; Jugal R. Patel, Ichchhit Baranwal, Tushar Shukla, Neeraj Badal, Ashutosh Gupta, Indian Space Research Organisation, India
Contacts