88 citations · 88 across the 4 of their papers we have counts for
5 papers
Skill-based Agentic Evaluation for Real-time Data Science Tasks
Aniruddha Tamhane, Raghavendra Addanki, Ayushi Aggarwal +4
We present a framework for evaluating data-science agents on live, continuously updated data using executable ground truth and format-agnostic factoid scoring. Consider this exampl…
Colonoscopy Landmark Detection using Vision Transformers
Aniruddha Tamhane, Tse'ela Mida, Erez Posner +1
Colonoscopy is a routine outpatient procedure used to examine the colon and rectum for any abnormalities including polyps, diverticula and narrowing of colon structures. A signific…
Pediatric Otoscopy Video Screening with Shift Contrastive Anomaly Detection
Weiyao Wang, Aniruddha Tamhane, Christine Santos +4
Ear related concerns and symptoms represents the leading indication for seeking pediatric healthcare attention. Despite the high incidence of such encounters, the diagnostic proces…
Multimodal and self-supervised representation learning for automatic gesture recognition in surgical robotics
Aniruddha Tamhane, Jie Ying Wu, Mathias Unberath
Self-supervised, multi-modal learning has been successful in holistic representation of complex scenarios. This can be useful to consolidate information from multiple modalities wh…
A County-level Dataset for Informing the United States' Response to COVID-19
Benjamin D. Killeen, Jie Ying Wu, Kinjal Shah +8
As the coronavirus disease 2019 (COVID-19) continues to be a global pandemic, policy makers have enacted and reversed non-pharmaceutical interventions with various levels of restri…