Publications
2025
Dimension Mixer: Group Mixing of Input Dimensions for Efficient Function Approximation
Conference on Parsimony and Learning (CPAL) 2025
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2024
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 articleTOGAI (Transforming Global Health with AI)
2024
TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation Models
Asian Conference on Computer Vision (ACCV) 2024
Peer Reviewed Conference articleTOGAI (Transforming Global Health with AI)
2024
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 articleTOGAI (Transforming Global Health with AI)
2024
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 articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2024
Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity
Sanskar Amgain, Prashant Shrestha, Sophia Bano, Ignacio del Valle Torres, Michael Cunniffe, Victor Hernandez, Phil Beales, Binod Bhattarai
Information Processing in Computer-Assisted Interventions (IPCAI)
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2024
Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence of High Label Noise
Bidur Khanal, Tianhong Dai, Binod Bhattarai, Cristian Linte
Peer Reviewed Conference articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
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 articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
2024
TTA-OOD: Test-time Augmentation for Improving Out-of-Distribution Detection in Gastrointestinal Vision
Sandesh Pokhrel, Sanjay Bhandari, Eduard Vazquez, Tryphon Lambrou, Prashnna Gyawali, Binod Bhattarai
Data Engineering in Medical Imaging (DEMI) 2024
Peer Reviewed Workshop articleBBMMLL (B Bhattarai Multi-Modal Learning Lab)
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)