Publications

2024
VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks
Manish Dhakal, Rabin Adhikari, Safal Thapaliya, Bishesh Khanal
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024
Peer Reviewed Conference articleTOGAI (Transforming Global Health with AI)
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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 article
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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-print
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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
Pre-printsTOGAI (Transforming Global Health with AI)
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2023
Exploring transfer learning in medical image segmentation using vision-language models
Kanchan Poudel, Manish Dhakal, Prasiddha Bhandari, Rabin Adhikari, Safal Thapaliya, Bishesh Khanal
arXiv preprint arXiv:2308.07706, 2023
Pre-printsTOGAI (Transforming Global Health with AI)
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2023
Metric Transform: Exploring beyond Affine Transform for Neural Networks
Suman Sapkota, Binod Bhattarai
TinyPapers ICLR 2023
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
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2023
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges
Debesh Jha, ..., Shruti Shrestha, ..., Sharib Ali, Michael A Riegler, Pål Halvorsen, Ulas Bagci, Thomas De Lange
arXiv preprint arXiv:2307.16262, 2023
Pre-printsCESP (Computational Endoscopy, Surgery & Pathology)
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2023
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography
Rabin Adhikari, Manish Dhakal, Safal Thapaliya, Kanchan Poudel, Prasiddha Bhandari, Bishesh Khanal
Simplifying Medical Ultrasound. ASMUS, 2023
Peer Reviewed Workshop articleTOGAI (Transforming Global Health with AI)
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2023
Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining
Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Cristian A Linte
MICCAI Workshop on Data Engineering in Medical Imaging. DEMI, 2023
Peer Reviewed Workshop articleTOGAI (Transforming Global Health with AI)
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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)
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