193 citations · 386 across the 31 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
quant-ph2021★ 8 cited
Toward Trainability of Deep Quantum Neural Networks
Kaining Zhang, Min-Hsiu Hsieh, Liu Liu +1
Quantum Neural Networks (QNNs) with random structures have poor trainability due to the exponentially vanishing gradient as the circuit depth and the qubit number increase. This re…
cs.CR2021★ 4 cited
Few-shot Backdoor Defense Using Shapley Estimation
Jiyang Guan, Zhuozhuo Tu, Ran He +1
Deep neural networks have achieved impressive performance in a variety of tasks over the last decade, such as autonomous driving, face recognition, and medical diagnosis. However,…
cs.LG2021★ 3 cited
GAN-MDF: A Method for Multi-fidelity Data Fusion in Digital Twins
Lixue Liu, Chao Zhang, Dacheng Tao
The Internet of Things (IoT) collects real-time data of physical systems, such as smart factory, intelligent robot and healtcare system, and provide necessary support for digital t…