15 citations · 24 across the 11 of their papers we have counts for
6 papers · 1 filter
STORM: Strategic Orchestration of Modalities for Rare Event Classification
Payal Kamboj, Ayan Banerjee, Sandeep K. S. Gupta
In domains such as biomedical, expert insights are crucial for selecting the most informative modalities for artificial intelligence (AI) methodologies. However, using all availabl…
Recovering implicit physics model under real-world constraints
Ayan Banerjee, Sandeep K. S. Gupta
Recovering a physics-driven model, i.e. a governing set of equations of the underlying dynamical systems, from the real-world data has been of recent interest. Most existing method…
Framework for developing and evaluating ethical collaboration between expert and machine
Ayan Banerjee, Payal Kamboj, Sandeep Gupta
Precision medicine is a promising approach for accessible disease diagnosis and personalized intervention planning in high-mortality diseases such as coronary artery disease (CAD),…
Operational Safety in Human-in-the-loop Human-in-the-plant Autonomous Systems
Ayan Banerjee, Aranyak Maity, Imane Lamrani +1
Control affine assumptions, human inputs are external disturbances, in certified safe controller synthesis approaches are frequently violated in operational deployment under causal…
Detection of Unknown Errors in Human-Centered Systems
Aranyak Maity, Ayan Banerjee, Sandeep Gupta
Artificial Intelligence-enabled systems are increasingly being deployed in real-world safety-critical settings involving human participants. It is vital to ensure the safety of suc…
CPS-LLM: Large Language Model based Safe Usage Plan Generator for Human-in-the-Loop Human-in-the-Plant Cyber-Physical System
Ayan Banerjee, Aranyak Maity, Payal Kamboj +1
We explore the usage of large language models (LLM) in human-in-the-loop human-in-the-plant cyber-physical systems (CPS) to translate a high-level prompt into a personalized plan o…