Search Results for author:
Found 7 papers, 4 papers with code
TerraTrace: Temporal Signature Land Use Mapping System
Understanding land use over time is critical to tracking events related to climate change, like deforestation.
WeatherQA: Can Multimodal Language Models Reason about Severe Weather?
In this work, we introduce WeatherQA, the first multimodal dataset designed for machines to reason about complex combinations of weather parameters (a. k. a., ingredients) and predict severe weather in real-world scenarios.
LabelAId: Just-in-time AI Interventions for Improving Human Labeling Quality and Domain Knowledge in Crowdsourcing Systems
Crowdsourcing platforms have transformed distributed problem-solving, yet quality control remains a persistent challenge.
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
Passively collected behavioral health data from ubiquitous sensors holds significant promise to provide mental health professionals insights from patient's daily lives; however, developing analysis tools to use this data in clinical practice requires addressing challenges of generalization across devices and weak or ambiguous correlations between the measured signals and an individual's mental health.
Exploring and Characterizing Large Language Models For Embedded System Development and Debugging
We leverage this finding to study how human programmers interact with these tools, and develop an human-AI based software engineering workflow for building embedded systems.
Automated Segmentation and Connectivity Analysis for Normal Pressure Hydrocephalus
The segmentation and network features are used to train a model for NPH prediction.
TinySDR: Low-Power SDR Platform for Over-the-Air Programmable IoT Testbeds
Wireless protocol design for IoT networks is an active area of research which has seen significant interest and developments in recent years.
Signal Processing Networking and Internet Architecture
