Arunkumar Kannan

According to our database, Arunkumar Kannan authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

GAMing the Brain: Investigating the Cross-Modal Relationships Between Functional Connectivity and Structural Features Using Generalized Additive Models.

Arunkumar Kannan, Brian Caffo, Archana Venkataraman

Proceedings of the Machine Learning in Clinical Neuroimaging - 7th International Workshop, 2024

GAMMA-FACE: GAussian Mixture Models Amend Diffusion Models for Bias Mitigation in Face Images.

Basudha Pal, Arunkumar Kannan, Ram Prabhakar Kathirvel, Alice J. O'Toole, Rama Chellappa

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation Models.

Basudha Pal, Arunkumar Kannan, Ram Prabhakar Kathirvel, Alice J. O'Toole, Rama Chellappa

CoRR, 2023

2022

Correction to: Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip.

Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi

Int. J. Comput. Assist. Radiol. Surg., 2022

2021

Leveraging voxel-wise segmentation uncertainty to improve reliability in assessment of paediatric dysplasia of the hip.

Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi

Int. J. Comput. Assist. Radiol. Surg., 2021

2020

Uncertainty Estimation for Assessment of 3D US Scan Adequacy and DDH Metric Reliability.

Arunkumar Kannan, Antony J. Hodgson, Kishore Mulpuri, Rafeef Garbi

Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020