Pranav Poudel
Machine Learning|AI|NLP
Publications
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
Pre-Prints
2024
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities
Pranav Poudel, Prashant Shrestha, Sanskar Amgain, Yash Raj Shrestha, Prashnna Gyawali, Binod Bhattarai
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024
Peer Reviewed Conference article
2023
CholecTriplet2022: Show me a tool and tell me the triplet–an endoscopic vision challenge for surgical action triplet detection
Chinedu Innocent Nwoye, Pranav Poudel, Binod Bhattarai, Shrawan Kumar Thapa, Nicolas Padoy
Medical Image Analysis, 2023
Peer Reviewed Journal article
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 article
2022
Task-Aware Active Learning for Endoscopic Image Analysis
Shrawan Kumar Thapa, Pranav Poudel, Binod Bhattarai, Danail Stoyanov
Endoscopic Image Analysis, 2022
Pre-Prints
2025
Multimodal Federated Learning With Missing Modalities through Feature Imputation Network
Pranav Poudel, Aavash Chhetri, Prashnna Gyawali, Georgios Leontidis, Binod Bhattarai
Medical Image Understanding and Analysis (MIUA) 2025
Peer Reviewed Conference article