Divyanshu Mishra
6 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Conference Polyglot (3) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π
Conference Pioneer
β‘
Prolific Year
(5)
Conferences
AAAI (3)
MICCAI (2)
CVPR (1)
Top co-authors
Keywords
federated learning
(3)
parameter-efficient fine-tuning
(2)
vision-language model
(2)
multimodal learning
(1)
multi-modal learning
(1)
visual query
(1)
disease detection
(1)
wasserstein barycenter
(1)
layer selection
(1)
video localization
(1)
meta-heuristic optimization
(1)
visual query localization
(1)
modality imputation
(1)
medical vision
(1)
fetal ultrasound
(1)
standard plane
(1)
token transformer
(1)
fetal ultrasound video
(1)
standard plane acquisition
(1)
class-aware transformer
(1)
Papers
FedPIA β Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
AAAI 2025
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer
AAAI 2025
Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection
AAAI 2025
F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
CVPR 2025
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
MICCAI 2025
STAN-LOC: Visual Query-based Video Clip Localization for Fetal Ultrasound Sweep Videos
MICCAI 2024