no code implementations • 14 Feb 2024 • Yiming Bu, Jiayang Liu, Qinru Qiu
The Dynamic Vision Sensor (DVS) is an innovative technology that efficiently captures and encodes visual information in an event-driven manner.
no code implementations • 18 Nov 2023 • Jiayang Liu, Siyu Zhu, Siyuan Liang, Jie Zhang, Han Fang, Weiming Zhang, Ee-Chien Chang
Various techniques have emerged to enhance the transferability of adversarial attacks for the black-box scenario.
no code implementations • 7 Nov 2018 • Dongdong Hou, Weiming Zhang, Jiayang Liu, Siyan Zhou, Dong-Dong Chen, Nenghai Yu
Reversible data hiding (RDH) is one special type of information hiding, by which the host sequence as well as the embedded data can be both restored from the marked sequence without loss.
no code implementations • 7 Nov 2018 • Jiayang Liu, Weiming Zhang, Nenghai Yu
Deep Neural Networks (DNNs) have recently led to significant improvements in many fields.
no code implementations • 1 Nov 2018 • Jiayang Liu, Weiming Zhang, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma
In this study, we propose a new methodology to control how user's data is recognized and used by AI via exploiting the properties of adversarial examples.
no code implementations • CVPR 2019 • Jiayang Liu, Weiming Zhang, Yiwei Zhang, Dongdong Hou, Yujia Liu, Hongyue Zha, Nenghai Yu
Moreover, secondary adversarial attacks cannot be directly performed to our method because our method is not based on a neural network but based on high-dimensional artificial features and FLD (Fisher Linear Discriminant) ensemble.
no code implementations • 6 Nov 2017 • Aren Jansen, Manoj Plakal, Ratheet Pandya, Daniel P. W. Ellis, Shawn Hershey, Jiayang Liu, R. Channing Moore, Rif A. Saurous
Even in the absence of any explicit semantic annotation, vast collections of audio recordings provide valuable information for learning the categorical structure of sounds.
Ranked #41 on Audio Classification on AudioSet