Publications
2024-07-16
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 article
2024-01-01
Deep-learning assisted detection and quantification of (oo) cysts of Giardia and Cryptosporidium on smartphone microscopy images
Suprim Nakarmi, Sanam Pudasaini, Safal Thapaliya, Pratima Upretee, Retina Shrestha, Basant Giri, Bhanu Bhakta Neupane, Bishesh Khanal
Machine Learning for Biomedical Imaging (MELBA) 2024
Peer Reviewed Journal article
2024-03-11
TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation Models
Asian Conference on Computer Vision (ACCV) 2024
Peer Reviewed Conference article
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
2024-12-14
NLPineers@ NLU of Devanagari Script Languages 2025: Hate speech detection using ensembling of BERT-based models
Anmol Guragain, Nadika Poudel, Rajesh Piryani, Bishesh Khanal
CHiPSAL: Challenges in Processing South Asian Languages. COLING 2025
Peer Reviewed Workshop article
2024-06-22
VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks
Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024
Peer Reviewed Conference article
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
2024-08-01
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
2023-03-22
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
2023-11-18
M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks
Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Danail Stoyanov, Cristian A Linte
Annual Conference on Medical Image Understanding and Analysis (MIUA)
Pre-Prints
2023-08-10
Emerging Avenue of Artificial Intelligence and Ethical Considerations
arXiv preprint arXiv:2308.07706, 2023
Pre-Prints
2023-05-15
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
Pre-Prints