Publications
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)
2024
AI-Assisted Cervical Cancer Screening
Kanchan Poudel, Lisasha Poudel, Prabin Raj Shakya, Atit Poudel, Archana Shrestha, Bishesh Khanal
2024
VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024
Peer Reviewed Conference articleTOGAI (Transforming Global Health with AI)
2024
iHuman: Instant Animatable Digital Humans From Monocular Videos
Pramish Paudel, Anubhav Khanal, Ajad Chhatkuli, Danda Pani Paudel, Jyoti Tandukar
ECCV: European Conference on Computer Vision (2024): 18th European Conference on Computer Vision, Milan, Italy, (Sept 29 - October 4, 2024), Proceedings, Part I, (2024)
Peer Reviewed Conference articlePUSHVIC (Providential Use of Spatial and Human Visual Computing)
2024
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets?
Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Cristian Linte
Pre-Prints
2024
NCDD: Nearest Centroid Distance Deficit for Out-Of-Distribution Detection in Gastrointestinal Vision
Sandesh Pokhrel, Sanjay Bhandari, Sharib Ali, Tryphon Lambrou, Anh Nguyen, Yash Raj Shrestha, Angus Watson, Danail Stoyanov, Prashnna Gyawali, Binod Bhattarai
2023
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
Karim Lekadir, Bishesh Khanal, Martijn Starmans
arXiv preprint arXiv:2309.12325 , 2023
2023
Exploring transfer learning in medical image segmentation using vision-language models
arXiv preprint arXiv:2308.07706, 2023
2023
Metric Transform: Exploring beyond Affine Transform for Neural Networks
TinyPapers ICLR 2023
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)