Volumetric Supervised Contrastive Learning for Seismic Semantic
Segmentation

Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation

16 June 2022

Kiran Kokilepersaud

Mohit Prabhushankar

Ghassan AlRegib

Papers citing "Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation"

13 / 13 papers shown

Title
AdaDim: Dimensionality Adaptation for SSL Representational Dynamics Kiran Kokilepersaud Mohit Prabhushankar Ghassan AlRegib 4 0 0 18 May 2025
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior Jorge Quesada Chen Zhou Prithwijit Chowdhury Mohammad Alotaibi Ahmad Mustafa Yusufjon Kumamnov Mohit Prabhushankar Ghassan AlRegib AI4CE 39 0 0 13 May 2025
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms Kiran Kokilepersaud Seulgi Kim Mohit Prabhushankar Ghassan AlRegib 33 1 0 30 Oct 2024
CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults Mohit Prabhushankar Kiran Kokilepersaud Jorge Quesada Yavuz Yarici Chen Zhou Mohammad Alotaibi Ghassan AlRegib Ahmad Mustafa Yusufjon Kumakov 29 1 0 20 Aug 2024
Taxes Are All You Need: Integration of Taxonomical Hierarchy Relationships into the Contrastive Loss Kiran Kokilepersaud Yavuz Yarici Mohit Prabhushankar Ghassan AlRegib 56 2 0 10 Jun 2024
Effective Data Selection for Seismic Interpretation through Disagreement Ryan Benkert Mohit Prabhushankar Ghassan AlRegib 40 2 0 01 Jun 2024
TrajPRed: Trajectory Prediction with Region-based Relation Learning Chen Zhou Ghassan AlRegib Armin Parchami Kunjan Singh 44 2 0 10 Apr 2024
Clinically Labeled Contrastive Learning for OCT Biomarker Classification Kiran Kokilepersaud Stephanie Trejo Corona Mohit Prabhushankar Ghassan Al-Regib C. Wykoff 26 13 0 24 May 2023
Exploiting the Distortion-Semantic Interaction in Fisheye Data Kiran Kokilepersaud Mohit Prabhushankar Yavuz Yarici Ghassan AlRegib Armin Parchami 22 4 0 28 Apr 2023
Explainable Machine Learning for Hydrocarbon Prospect Risking Ahmad Mustafa Ghassan AlRegib 25 2 0 15 Dec 2022
CONSS: Contrastive Learning Approach for Semi-Supervised Seismic Facies Classification Kewen Li Wenlong Liu Yimin Dou Zhifeng Xu Hongjie Duan Ruilin Jing CVBM 14 0 0 10 Oct 2022
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics Mohit Prabhushankar Kiran Kokilepersaud Yash-yee Logan Stephanie Trejo Corona Ghassan AlRegib C. Wykoff 63 30 0 22 Sep 2022
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 184 686 0 10 Oct 2020