Hierarchical Slow-Feature Models of Gesture Conversation. - Jiseob Kim; Sooyong Jang; Eun-Sol Kim; Byoung-Tak Zhang (CogSci, 2012)

VisionGuard: Runtime Detection of Adversarial Inputs to Perception Systems. - Yiannis Kantaros; Taylor J. Carpenter; Sangdon Park 001; Radoslav Ivanov; Sooyong Jang; Insup Lee 001; James Weimer (CoRR, 2020)

Improving Classifier Confidence using Lossy Label-Invariant Transformations. - Sooyong Jang; Insup Lee 001; James Weimer (AISTATS, 2021)

FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data. - Pengyuan Lu; Xian Li 006; Sooyong Jang; Alexander Lee; Sydney Pugh; Amanda Watson; Ragnhildur I. Bjarnadottir; Robert Lucero; George Demiris; Ani Nenkova; James Weimer; Insup Lee 001 (CHASE, 2021)

Confidence Calibration with Bounded Error Using Transformations. - Sooyong Jang; Radoslav Ivanov; Insup Lee 001; James Weimer (CoRR, 2021)

Sequential Covariate Shift Detection Using Classifier Two-Sample Tests. - Sooyong Jang; Sangdon Park 001; Insup Lee 001; Osbert Bastani (ICML, 2022)

Fundus Image-based Visual Acuity Assessment with PAC-Guarantees. - Sooyong Jang; Kuk Jin Jang; Hyonyoung Choi; Yong-Seop Han; Seongjin Lee; Jin-hyun Kim; Insup Lee 001 (ML4H@NeurIPS, 2024)