2 papers
cs.CV2026
ARISE: Adaptive Agentic Reasoning with Image-grounded Self-Evaluation for Interpretable IBD Assessment
Pronoma Banerjee, Anuva Shah, Jason Wu +4
Inflammatory bowel disease (IBD) requires frequent imaging-based assessment, yet interpretation of modalities such as wireless capsule endoscopy (WCE) and intestinal ultrasound rem…
cs.LG2023
Correcting Model Misspecification via Generative Adversarial Networks
Pronoma Banerjee, Manasi V Gude, Rajvi J Sampat +3
Machine learning models are often misspecified in the likelihood, which leads to a lack of robustness in the predictions. In this paper, we introduce a framework for correcting lik…