Naveen Madapana

Purdue University West Lafayette, Korea Advanced Institute of Science and Technology

Papers

Total Citations

H-Index

About

Dr. Naveen Madapana is a researcher at the forefront of surgical robotics and human-robot interaction, with a particular focus on dexterous skill transfer and cognitive modeling. His most impactful contribution is the creation of the DESK dataset (29 citations), a pioneering robotic activity dataset designed to enable semi-autonomous surgeries and objective skill assessment by capturing dexterous surgical movements in simulated environments. This work directly addresses the critical need for high-quality training data in medical robotics. Dr. Madapana has also made significant strides in cognitive robotics, introducing the Visuo-Motor Deep Dynamic Neural Network (VMDNN) to achieve "synergy" in humanoid behavior by coordinating vision, attention, and action. Additionally, his work on "Hard Zero Shot Learning for Gesture Recognition" tackles the challenge of lifelong learning, enabling systems to recognize unseen gestures—a vital capability for natural human-robot interaction. With over 57 total citations, Dr. Madapana’s research is shaping the future of intelligent, adaptive robotic systems, from the operating room to everyday assistive technologies.