Divyanshu Mishra
6 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Prolific Year · Productive
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Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Computer Vision
(2)
Machine Learning
(2)
Application Areas
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Healthcare & Medicine
(1)
Analysis
(1)
Clinical
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Keywords
federated learning
(3)
vision-language model
(2)
multimodal learning
(2)
parameter-efficient fine-tuning
(2)
disease detection
(1)
wasserstein barycenter
(1)
layer selection
(1)
metaheuristic optimization
(1)
video localization
(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)
anomaly screening
(1)
prenatal care
(1)
Papers
F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
CVPR 2025
FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
AAAI 2025
Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection
AAAI 2025
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer
AAAI 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