Chengzhi Mao

Deep self-organizing reservoir computing model for visual object recognition

2016

Reservoir computing becomes increasingly a hot spot in recent years. In this paper, we propose a deep self-organizing reservoir computing model for visual object recognition. First, through combination of Kohonen's self-organizing map and SHESN network, …

AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation

2019 · arXiv (Cornell University)

Due to the inherent robustness of segmentation models, traditional norm-bounded attack methods show limited effect on such type of models. In this paper, we focus on generating unrestricted adversarial examples for semantic segmentation models. We …