Mishra, Divyanshu

5 publications

CVPR 2025 F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-Objective Meta-Heuristics Pramit Saha, Felix Wagner, Divyanshu Mishra, Can Peng, Anshul Thakur, David A. Clifton, Konstantinos Kamnitsas, J. Alison Noble

AAAI 2025 FedPIA - Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble

AAAI 2025 Incongruent Multimodal Federated Learning for Medical Vision and Language-Based Multi-Label Disease Detection Pramit Saha, Divyanshu Mishra, Felix Wagner, Konstantinos Kamnitsas, J. Alison Noble

AAAI 2025 MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble

NeurIPS 2025 Self-Supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation Divyanshu Mishra, Mohammadreza Salehi, Pramit Saha, Olga Patey, Aris T Papageorghiou, Yuki M Asano, Alison Noble