Divyanshu Mishra
Orcid: 0000-0002-3264-8739
According to our database1,
Divyanshu Mishra authored at least 17 papers
between 2023 and 2026.
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Bibliography
2026
Picking the Right Specialist: Attentive Neural Process-based Selection of Task-Specialized Models as Tools for Agentic Healthcare Systems.
CoRR, February, 2026
FedExIT - missing class-agnostic semi-supervised federated learning with extreme imbalance tackling scheme.
Inf. Fusion, 2026
2025
FedAgentBench: Towards Automating Real-world Federated Medical Image Analysis with Server-Client LLM Agents.
CoRR, September, 2025
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation.
CoRR, June, 2025
On the public dissemination and open sourcing of ultrasound resources, datasets and deep learning models.
npj Digit. Medicine, 2025
HarmonicEchoNet: Leveraging harmonic convolutions for automated standard plane detection in fetal heart ultrasound videos.
Medical Image Anal., 2025
TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer.
Medical Image Anal., 2025
Self-supervised Normality Learning and Divergence Vector-Guided Model Merging for Zero-Shot Congenital Heart Disease Detection in Fetal Ultrasound Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025
F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
FedPIA - Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
2024
F<sup>3</sup>OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics.
CoRR, 2024
Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection.
CoRR, 2024
STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2023
Rethinking Semi-Supervised Federated Learning: How to Co-train Fully-Labeled and Fully-Unlabeled Client Imaging Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023