Research

VideoWeave: A Data-Centric Approach for Efficient Video Understanding
HVU @ NeurIPS 2025

Task and architecture-agnostic training recipe for video models.

Authors: Zane Durante, Silky Singh, Arpandeep Khatua, Shobhit Agarwal, Reuben Tan, Yong Jae Lee, Jianfeng Gao, Ehsan Adeli, Fei-Fei Li
Representing visual classification as a linear combination of words
ML4H 2023

Task-level natural language explanations for CLIP-based classifiers

Authors: Shobhit Agarwal, Yevgeniy R. Semenov, William Lotter
Self-supervised deep learning to predict molecular markers from routine histopathology slides for high-grade glioma tumors
SPIE 2023

Predicting prognosis for glioblastoma tumors from WSI slides.

Authors: Olivia Krebs, Shobhit Agarwal, Pallavi Tiwari
A Multimodal Machine Learning Approach to Diagnosis, Prognosis, and Treatment Prediction for Neurodegenerative Diseases and Cancer
IEEE UEMCON 2022

Disease classification using a variety of clinical modalities.

Authors: Shobhit Agarwal