TU1.R8.2
OPPORTUNITIES AND CHALLENGES IN TRUST AND EVALUATION BIAS FOR BENCHMARK DRIVEN DATA CENTRIC EARTH OBSERVATION AI: A HYPERSPECTRAL LAND COVER CASE STUDY
Ujwala Bhangale Chaudhari, London South Bank University, United Kingdom; Ujwala Bharambe, Manimala Mahato, Nagesh Heera, Afjan Jamadar, Mumbai University, India; Chaitanya Kakade, University of Pennsylvania, United States
Session:
TU1.R8: Responsible AI for Earth Observation: Building Trustworthy, Transparent, and Ethical Pathways for the Future Oral
Track:
Special Themes
Location:
Embassy
Presentation Time:
Tuesday, 11 August, 08:45 - 09:00
Session Co-Chairs:
Raian Vargas Maretto, Faculty ITC, University of Twente and Rajat Shinde, NASA and Yao Sun, German Space Agency (DLR)
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Session TU1.R8
TU1.R8.1: COLLABORATIVE AGENT REASONING ENGINEERING (CARE): A THREE-PARTY DESIGN METHODOLOGY FOR SYSTEMATICALLY ENGINEERING AI AGENTS WITH SUBJECT MATTER EXPERTS, DEVELOPERS, AND HELPER AGENTS
Rahul Ramachandran, NASA Marshall Space Flight Center, United States; Nidhi Jha, Muthukumaran Ramasubramanian, University of Alabama in Huntsville, United States
TU1.R8.2: OPPORTUNITIES AND CHALLENGES IN TRUST AND EVALUATION BIAS FOR BENCHMARK DRIVEN DATA CENTRIC EARTH OBSERVATION AI: A HYPERSPECTRAL LAND COVER CASE STUDY
Ujwala Bhangale Chaudhari, London South Bank University, United Kingdom; Ujwala Bharambe, Manimala Mahato, Nagesh Heera, Afjan Jamadar, Mumbai University, India; Chaitanya Kakade, University of Pennsylvania, United States
TU1.R8.3: TOWARDS TRUSTWORTHY VISION-LANGUAGE SYSTEMS FOR AIR POLLUTION MONITORING: A KNOWLEDGE GRAPH DRIVEN ARCHITECTURE
Kaushal Patil, University of Southern California, United States; Ujwala Bharambe, Thadomal Shahani Engineering College, India
TU1.R8.4: CONSISTENT AND ROBUST VISUAL EXPLANATIONS FOR REMOTE SENSING IMAGE CLASSIFICATION
Argho Sarkar, University of Maryland Baltimore County, United States; Pretom Roy Ovi, Sharad Sharma, University of North Texas, United States; Maryam Rahnemoonfar, Lehigh University, United States; Aryya Gangopadhyay, University of Maryland Baltimore County, United States
Resources
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