3 papers
cs.CV2025
PathSegDiff: Pathology Segmentation using Diffusion model representations
Sachin Kumar Danisetty, Alexandros Graikos, Srikar Yellapragada +1
Image segmentation is crucial in many computational pathology pipelines, including accurate disease diagnosis, subtyping, outcome, and survivability prediction. The common approach…
cs.CV2024
NurtureNet: A Multi-task Video-based Approach for Newborn Anthropometry
Yash Khandelwal, Mayur Arvind, Sriram Kumar +17
Malnutrition among newborns is a top public health concern in developing countries. Identification and subsequent growth monitoring are key to successful interventions. However, th…
cs.LG2023
Adaptive Consensus Optimization Method for GANs
Sachin Kumar Danisetty, Santhosh Reddy Mylaram, Pawan Kumar
We propose a second order gradient based method with ADAM and RMSprop for the training of generative adversarial networks. The proposed method is fastest to obtain similar accuracy…