Publications
2024
Cross-Task Data Augmentation by Pseudo-label Generation for Region Based Coronary Artery Instance Segmentation
Sandesh Pokhrel, Sanjay Bhandari, Eduard Vazquez, Yash Raj Shrestha, Binod Bhattarai
Data Engineering in Medical Imaging (DEMI) 2024
Peer Reviewed Workshop articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2024
Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification
Bidur Khanal, Prashant Shrestha, Sanskar Amgain, Bishesh Khanal, Binod Bhattarai, Cristian A Linte
Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2024
Peer Reviewed Conference 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
Metric Transform: Exploring beyond Affine Transform for Neural Networks
TinyPapers ICLR 2023
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
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 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
2023
Histogram of Oriented Gradients meet deep learning: A novel multi-task deep network for 2D surgical image semantic segmentation
Binod Bhattarai, Ronast Subedi, Rebati Raman Gaire, Eduard Vazquez, Danail Stoyanov
Medical Image Analysis, 2023
Peer Reviewed Journal articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2023
Placental Vessel Segmentation and Registration in Fetoscopy: Literature Review and MICCAI FetReg2021 Challenge Findings
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Meriaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Płotka, Aneta Lisowska, Arkadiusz Sitek, George Attilakos, Ruwan Wimalasundera, Anna L David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S Mattos, Sara Moccia, Danail Stoyanov
Medical Image Analysis, 2023
Peer Reviewed Journal articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2023
Input Invex Neural Network
Neural Network , 2023