Are face recognition methods useful for classifying ships? - Josh Harguess; Katie Rainey (AIPR, 2011)

Object recognition in ocean imagery using feature selection and compressive sensing. - Katie Rainey; John Stastny (AIPR, 2011)

Visualization of high dimensional image features for classification. - Marissa Dotter; Katie Rainey; Donald E. Waagen (AIPR, 2016)

Report on the Second Annual Workshop on Naval Applications of Machine Learning. - Katie Rainey; Josh Harguess (AI Mag., 2018)

Building an operationally relevant dataset from satellite imagery. - Katie Rainey (IGARSS, 2019)

Characterizing Inter-Layer Functional Mappings of Deep Learning Models. - Donald E. Waagen; Katie Rainey; Jamie Gantert; David Gray; Megan King; M. Shane Thompson; Jonathan Barton; Will Waldron; Samantha Livingston; Don Hulsey (CoRR, 2019)

Out-of-Distribution Learning with Human Feedback. - Haoyue Bai 001; Xuefeng Du; Katie Rainey; Shibin Parameswaran; Yixuan Li 001 (Trans. Mach. Learn. Res., 2025)