• Gathering Insights on DHI Attributes via Explainable Machine Learning by Ahmad Mustafa and Ghassan AlRegib, OLIVES.

• A Causal Analysis of DHI Risk Assessment by Prithwijit Chowdhury, Ghassan AlRegib, Mohit Prabhushankar, and Ahmad Mustafa, OLIVES.

• Manufacturing Trust in Seismic-Aware Neural Networks by Mohit Prabhushankar, Ahmad Mustafa, Ryan Benkert, and Prithwijit Chowdhury, OLIVES.

• Contrastive Learning Opportunities in Seismic by Kiran Kokilepersaud, Mohit Prabhushankar, and Ghassan AlRegib, OLIVES.

• Regression in Active Learning by Ryan Benkert, Mohit Prabhushankar, and Ghassan AlRegib, OLIVES.

• Deployable Active Learning by Yash-yee Logan, Mohit Prabhushankar, and Ghassan AlRegib, OLIVES.

• Robust Active Learning for Seismic Interpretation by Ahmad Mustafa and Ghassan AlRegib, OLIVES.

• Quantifying Human Label Uncertainty by Chen Zhou, Mohit Prabhushankar, and Ghassan AlRegib, OLIVES.

• Developing Reliable Uncertainty Estimates for Seismic Interpretation by Ryan Benkert, Mohit Prabhushankar, and Ghassan AlRegib, OLIVES.