3 papers
quant-ph2026
QPredSGG: Hybrid Quantum Predicate Learning for Long-Tailed Scene Graph Generation
Prerana Ramkumar, Nouhaila Innan, Muhammad Shafique
Scene Graph Generation (SGG) requires relational reasoning over objects and their interactions, but performance is often limited by severe long-tail predicate imbalance. Classical…
cs.AR2026
Chiplet-Based RISC-V SoC with Modular AI Acceleration
Suhas Suresh Bharadwaj, Prerana Ramkumar
Achieving high performance, energy efficiency, and cost-effectiveness while maintaining architectural flexibility is a critical challenge in the development and deployment of edge…
cs.CV2025
SU-ESRGAN: Semantic and Uncertainty-Aware ESRGAN for Super-Resolution of Satellite and Drone Imagery with Fine-Tuning for Cross Domain Evaluation
Prerana Ramkumar
Generative Adversarial Networks (GANs) have achieved realistic super-resolution (SR) of images however, they lack semantic consistency and per-pixel confidence, limiting their cred…