Kiran Kokilepersaud

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 15

Top Topics

Semantic Segmentation

Manually Labeled

Top Venues

Publications

Kiran Kokilepersaud, Yavuz Yarici, Mohit Prabhushankar, Ghassan AlRegib
Taxes Are All You Need: Integration of Taxonomical Hierarchy Relationships into the Contrastive Loss. CoRR (2024)
Yavuz Yarici, Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
Explaining Representation Learning with Perceptual Components. CoRR (2024)
Kiran Kokilepersaud, Stephanie Trejo Corona, Mohit Prabhushankar, Ghassan AlRegib, Charles C. Wykoff
Clinically Labeled Contrastive Learning for OCT Biomarker Classification. CoRR (2023)
Kiran Kokilepersaud, Yash-Yee Logan, Ryan Benkert, Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib, Enrique Corona, Kunjan Singh, Mostafa Parchami
FOCAL: A Cost-Aware Video Dataset for Active Learning. BigData (2023)
Kiran Kokilepersaud, Yash-Yee Logan, Ryan Benkert, Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib, Enrique Corona, Kunjan Singh, Mostafa Parchami
FOCAL: A Cost-Aware Video Dataset for Active Learning. CoRR (2023)
Zoe Fowler, Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
Clinical Trial Active Learning. CoRR (2023)
Kiran Kokilepersaud, Mohit Prabhushankar, Yavuz Yarici, Ghassan AlRegib, Armin Parchami
Exploiting the Distortion-Semantic Interaction in Fisheye Data. CoRR (2023)
Kiran Kokilepersaud, Stephanie Trejo Corona, Mohit Prabhushankar, Ghassan AlRegib, Charles C. Wykoff
Clinically Labeled Contrastive Learning for OCT Biomarker Classification. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib, Stephanie Trejo Corona, Charles C. Wykoff
Gradient-Based Severity Labeling for Biomarker Classification in Oct. ICIP (2022)
Mohit Prabhushankar, Kiran Kokilepersaud, Yash-yee Logan, Stephanie Trejo Corona, Ghassan AlRegib, Charles C. Wykoff
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics. CoRR (2022)
Yash-yee Logan, Kiran Kokilepersaud, Gukyeong Kwon, Ghassan AlRegib, Charles C. Wykoff, Hannah Yu
Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography Classification. CoRR (2022)
Yash-yee Logan, Kiran Kokilepersaud, Gukyeong Kwon, Ghassan AlRegib, Charles C. Wykoff, Hannah Yu
Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography Classification. ISBI (2022)
Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
Clinical Contrastive Learning for Biomarker Detection. CoRR (2022)
Mohit Prabhushankar, Kiran Kokilepersaud, Yash-yee Logan, Stephanie Trejo Corona, Ghassan AlRegib, Charles C. Wykoff
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics. NeurIPS (2022)
Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation. CoRR (2022)