Prashant Shrestha

According to our database, Prashant Shrestha authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Local $K$-Similarity Constraint for Medical Federated Learning with Label Noise.

Sanskar Amgain, Prashant Shrestha, Bidur Khanal, Alina Devkota, Yash Raj Shrestha, Sengryul Baek, Prashnna K. Gyawali, Binod Bhattarai

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Local K-Similarity Constraint for Federated Learning with Label Noise.

Sanskar Amgain, Prashant Shrestha, Bidur Khanal, Alina Devkota, Yash Raj Shrestha, Seungryul Baek, Prashnna K. Gyawali, Binod Bhattarai

CoRR, November, 2025

Surgical Vision World Model.

Saurabh Koju, Saurav Bastola, Prashant Shrestha, Sanskar Amgain, Yash Raj Shrestha, Rudra P. K. Poudel, Binod Bhattarai

Proceedings of the Data Engineering in Medical Imaging - Third MICCAI Workshop, 2025

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

CoRR, 2024

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

Love Panta, Prashant Shrestha, Brabeem Sapkota, Amrita Bhattarai, Suresh Manandhar, Anand Kumar Sah

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 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 K. Gyawali, Binod Bhattarai

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 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

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Medical Vision Language Pretraining: A survey.

Prashant Shrestha, Sanskar Amgain, Bidur Khanal, Cristian A. Linte, Binod Bhattarai

CoRR, 2023