Iyyakutti Iyappan Ganapathi

3 papers · 2024–2025 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

CVPR (3)

Top co-authors

Naoufel Werghi (3) Arif Mahmood (2) Sajid Javed (2) Mohammed Bennamoun (2) Anabia Sohail (1) Shahad Albastaki (1) Asim Khan (1) Muzammal Naseer (1) Basit Alawode (1) Fayaz Ali Dharejo (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Healthcare & Medicine (2) Machine Learning (2) Clinical (2) Core AI (2) Learning Paradigms (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Computer Vision (1) Domain-Specific (1) Models (1)

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

DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation CVPR 2025 Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025 CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment CVPR 2024