Task-driven Prompt Evolution for Foundation Models

no code implementations • 26 Oct 2023 • Rachana Sathish, Rahul Venkataramani, K S Shriram, Prasad Sudhakar

In this work, we propose a plug-and-play Prompt Optimization Technique for foundation models like SAM (SAMPOT) that utilizes the downstream segmentation task to optimize the human-provided prompt to obtain improved performance.

Image Segmentation Segmentation +2

Pristine annotations-based multi-modal trained artificial intelligence solution to triage chest X-ray for COVID-19

no code implementations • 10 Nov 2020 • Tao Tan, Bipul Das, Ravi Soni, Mate Fejes, Sohan Ranjan, Daniel Attila Szabo, Vikram Melapudi, K S Shriram, Utkarsh Agrawal, Laszlo Rusko, Zita Herczeg, Barbara Darazs, Pal Tegzes, Lehel Ferenczi, Rakesh Mullick, Gopal Avinash

The COVID-19 pandemic continues to spread and impact the well-being of the global population.

Computed Tomography (CT)