3 papers
cs.CV2024
Self-supervised Multi-actor Social Activity Understanding in Streaming Videos
Shubham Trehan, Sathyanarayanan N. Aakur
This work addresses the problem of Social Activity Recognition (SAR), a critical component in real-world tasks like surveillance and assistive robotics. Unlike traditional event un…
cs.CV2024
ALGO: Object-Grounded Visual Commonsense Reasoning for Open-World Egocentric Action Recognition
Sanjoy Kundu, Shubham Trehan, Sathyanarayanan N. Aakur
Learning to infer labels in an open world, i.e., in an environment where the target "labels" are unknown, is an important characteristic for achieving autonomy. Foundation models p…
eess.IV2023
ProtoKD: Learning from Extremely Scarce Data for Parasite Ova Recognition
Shubham Trehan, Udhav Ramachandran, Ruth Scimeca +1
Developing reliable computational frameworks for early parasite detection, particularly at the ova (or egg) stage is crucial for advancing healthcare and effectively managing poten…