Publications

2024

1. WACV Workshop

   Cross-modal Contrastive Learning with Asymmetric Co-attention Network for Video Moment Retrieval

   Love Panta^*, Prashant Shrestha^*, Brabeem Sapkota, and 3 more authors

   In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2. IPCAI

   Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity

   Sanskar Amgain^*, Prashant Shrestha^*, Sophia Bano, and 5 more authors

   In IPCAI, Long Abstract, 2024

   Bib

   @inproceedings{amgain2024investigation,
     title = {Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity},
     author = {Amgain, Sanskar and Shrestha, Prashant and Bano, Sophia and Torres, Ignacio del Valle and Cunniffe, Michael and Hernandez, Victor and Beales, Phil and Bhattarai, Binod},
     booktitle = {IPCAI, Long Abstract},
     year = {2024},
   }

3. MICCAI

   CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities

   Pranav Poudel, Prashant Shrestha^*, Sanskar Amgain^*, and 3 more authors

   In MICCAI, 2024

   Bib

   @inproceedings{poudel2024car,
     title = {CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities},
     author = {Poudel, Pranav and Shrestha, Prashant and Amgain, Sanskar and Shrestha, Yash Raj and Gyawali, Prashnna and Bhattarai, Binod},
     year = {2024},
     booktitle = {MICCAI},
   }

4. EMBC

   Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification

   Bidur Khanal, Prashant Shrestha^*, Sanskar Amgain^*, and 3 more authors

   In EMBC, 2024

   Bib

   @inproceedings{khanal2024investigating,
     title = {Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification},
     author = {Khanal, Bidur and Shrestha, Prashant and Amgain, Sanskar and Khanal, Bishesh and Bhattarai, Binod and Linte, Cristian A},
     year = {2024},
     booktitle = {EMBC},
   }

2023

1. preprint

   Medical Vision Language Pretraining: A survey

   Prashant Shrestha^*, Sanskar Amgain^*, Bidur Khanal, and 2 more authors

   arXiv preprint arXiv:2312.06224, 2023