Statistically Principled Deep Learning for SAR Image Segmentation. - Cassandra Goldberg (AAAI, 2024)

A Parameter Estimation-Inspired Convolutional Block for SAR Data. - Cassandra Goldberg; Jeová Farias Sales Rocha Neto (SIBGRAPI, 2025)

SuperActivators: Only the Tail of the Distribution Contains Reliable Concept Signals. - Cassandra Goldberg; Chaehyeon Kim; Adam Stein; Eric Wong 001 (CoRR, 2025)

Sum-of-Checks: Structured Reasoning for Surgical Safety with Large Vision-Language Models. - Weiqiu You; Cassandra Goldberg; Amin Madani; Daniel A. Hashimoto; Eric Wong 001 (CoRR, 2026)