277 citations · 299 across the 10 of their papers we have counts for
12 papers
A natural NISQ model of quantum self-attention mechanism
Shangshang Shi, Zhimin Wang, Jiaxin Li +5
The self-attention mechanism (SAM) has demonstrated remarkable success in various applications. However, training SAM on classical computers becomes computationally challenging as…
Quantum Recurrent Neural Networks for Sequential Learning
Yanan Li, Zhimin Wang, Rongbing Han +6
Quantum neural network (QNN) is one of the promising directions where the near-term noisy intermediate-scale quantum (NISQ) devices could find advantageous applications against cla…
SinTra: Learning an inspiration model from a single multi-track music segment
Qingwei Song, Qiwei Sun, Dongsheng Guo +1
In this paper, we propose SinTra, an auto-regressive sequential generative model that can learn from a single multi-track music segment, to generate coherent, aesthetic, and variab…
SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement with Multi-Scale Perception
Qi Qi, Kunqian Li, Haiyong Zheng +3
Due to the wavelength-dependent light attenuation, refraction and scattering, underwater images usually suffer from color distortion and blurred details. However, due to the limite…
EncryptGAN: Image Steganography with Domain Transform
Ziqiang Zheng, Hongzhi Liu, Zhibin Yu +4
We propose an image steganographic algorithm called EncryptGAN, which disguises private image communication in an open communication channel. The insight is that content transform…
ReshapeGAN: Object Reshaping by Providing A Single Reference Image
Ziqiang Zheng, Yang Wu, Zhibin Yu +3
The aim of this work is learning to reshape the object in an input image to an arbitrary new shape, by just simply providing a single reference image with an object instance in the…