Iyyakutti Iyappan Ganapathi
3 papers · 2024–2025 · 1 conference · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (3)
Top co-authors
Keywords
vision-language model
(2)
contrastive learning
(2)
semi-supervised learning
(1)
medical imaging
(1)
vision-language alignment
(1)
medical image segmentation
(1)
uncertainty estimation
(1)
image-text alignment
(1)
whole slide image
(1)
multi-resolution learning
(1)
consistency learning
(1)
computational pathology
(1)
cross-resolution alignment
(1)
histology analysis
(1)
unsupervised learning
(1)
pathology-specific dictionary
(1)
zero-shot learning
(1)
Papers
Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation
CVPR 2025
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation
CVPR 2025
CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment
CVPR 2024