Zhang, Jize

5 publications

CVPR 2025 Not Just Text: Uncovering Vision Modality Typographic Threats in Image Generation Models Hao Cheng, Erjia Xiao, Jiayan Yang, Jiahang Cao, Qiang Zhang, Jize Zhang, Kaidi Xu, Jindong Gu, Renjing Xu

ECCV 2024 Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Models Hao Cheng, Erjia Xiao, Jindong Gu, Le Yang, Jinhao Duan, Jize Zhang, Jiahang Cao, Kaidi Xu, Renjing Xu

NeurIPS 2021 A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness James Diffenderfer, Brian Bartoldson, Shreya Chaganti, Jize Zhang, Bhavya Kailkhura

NeurIPS 2020 A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning Bhavya Kailkhura, Jayaraman Thiagarajan, Qunwei Li, Jize Zhang, Yi Zhou, Timo Bremer

ICML 2020 Mix-N-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning Jize Zhang, Bhavya Kailkhura, T. Yong-Jin Han