Sudarshan Regmi
Deep Learning|AI
Publications
2024
T2FNorm: Train-time Feature Normalization for OOD Detection in Image Classification
Sudarshan Regmi, Bibek Panthi, Yifei Ming, Prashnna Gyawali, Danail Stoyanov, Binod Bhattarai
Computer Vision and Pattern Recognition (CVPR) Workshop 2024
Peer Reviewed Workshop articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2024
ReweightOOD: Loss Reweighting for Distance-based OOD Detection
Sudarshan Regmi, Bibek Panthi, Yifei Ming, Prashnna K Gyawali, Danail Stoyanov, Binod Bhattarai
Data Engineering in Medical Imaging (DEMI) 2024
Peer Reviewed Workshop articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2023
Neural Network Pruning for Real-time Polyp Segmentation
Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai
Medical Image Understanding and Analysis (MIUA) 2023
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2023
T2FNorm: Extremely Simple Scaled Train-time Feature Normalization for OOD Detection
Sudarshan Regmi, Bibek Panthi, Sakar Dotel, Prashnna K Gyawali, Danail Stoynov, Binod Bhattarai
arXiv preprint arXiv:2305.17797, 2023
2022
Task-Aware Active Learning for Endoscopic Polyp Segmentation
Shrawan Kumar Thapa, Pranav Poudel, Sudarshan Regmi, Binod Bhattarai, Danail Stoyanov
arXiv preprint arXiv:2204.03440 , 2022