3 papers
cs.CV2026
Enginuity: Building an Open Multi-Domain Dataset of Complex Engineering Diagrams
Ethan Seefried, Prahitha Movva, Naga Harshita Marupaka +2
We propose Enginuity - the first open, large-scale, multi-domain engineering diagram dataset with comprehensive structural annotations designed for automated diagram parsing. By ca…
cs.CV2025
Reasoning Riddles: How Explainability Reveals Cognitive Limits in Vision-Language Models
Prahitha Movva
Vision-Language Models (VLMs) excel at many multimodal tasks, yet their cognitive processes remain opaque on complex lateral thinking challenges like rebus puzzles. While recent wo…
cs.CV2025
Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling
Prahitha Movva, Naga Harshita Marupaka
Technical reports and articles often contain valuable information in the form of semi-structured data like charts, and figures. Interpreting these and using the information from th…