Ganapathi, Iyyakutti Iyappan
- CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment
2024/06/07 by Sajid Javed, Arif Mahmood, Javed, Sajid +9 · 8 citations
Computer Science · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimedia (cs.MM) #electronic engineering #information engineering
- AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis
2025/02/03 by Basit Alawode, Iyyakutti Iyappan Ganapathi, Alawode, Basit +9 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization #Underwater Vehicles and Communication Systems
- DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation
2025/04/06 by Assefa, Maregu, Naseer, Muzammal, Ganapathi, Iyyakutti Iyappan +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning
2023/11/17 by Iyyakutti Iyappan Ganapathi, Ganapathi, Iyyakutti Iyappan, Fayaz Ali +7 · 1 citation
Engineering · Computer Science · #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis #Industrial Vision Systems and Defect Detection
- Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation
2025/04/26 by Albastaki, Shahad, Sohail, Anabia, Ganapathi, Iyyakutti Iyappan +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences