Pushpak Pati
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🧭 Keyword Pioneer
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Core Methods
(2)
Domain-Specific
(2)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
medical imaging
(2)
whole slide image
(2)
multiple instance learning
(2)
multimodal learning
(1)
explainable ai
(1)
foundation model
(1)
vision-language model
(1)
drug discovery
(1)
digital pathology
(1)
breast cancer
(1)
multimodal pretraining
(1)
protein-protein interaction
(1)
computational pathology
(1)
cancer detection
(1)
graph neural network
(1)
multimodal integration
(1)
whole slide imaging
(1)
concept prior
(1)
high content imaging
(1)
compound activity modeling
(1)
Papers
BiGMINT: Biologically-guided Hierarchical Multimodal Integration for Modeling Multiple Compound Activities in Drug Discovery
CVPR 2026
GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology
ICCV 2025
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology
ICCV 2025
MoMIL: Mixture of Multi-Instance Learners for Modeling Multiple Compound Activities in High Content Imaging
MICCAI 2025
Ensemble of Prior-guided Expert Graph Models for Survival Prediction in Digital Pathology
MICCAI 2024
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology
CVPR 2024
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images
ECCV 2022
Quantifying Explainers of Graph Neural Networks in Computational Pathology
CVPR 2021