63 citations · 155 across the 8 of their papers we have counts for
8 papers
QiNN-QJ: A Quantum-inspired Neural Network with Quantum Jump for Multimodal Sentiment Analysis
Yiwei Chen, Kehuan Yan, Yu Pan +1
Quantum theory provides non-classical principles, such as superposition and entanglement, that inspires promising paradigms in machine learning. However, most existing quantum-insp…
Quantity-Aware Coarse-to-Fine Correspondence for Image-to-Point Cloud Registration
Gongxin Yao, Yixin Xuan, Yiwei Chen +1
Image-to-point cloud registration aims to determine the relative camera pose between an RGB image and a reference point cloud, serving as a general solution for locating 3D objects…
Single-photon Image Super-resolution via Self-supervised Learning
Yiwei Chen, Chen Jiang, Yu Pan
Single-Photon Image Super-Resolution (SPISR) aims to recover a high-resolution volumetric photon counting cube from a noisy low-resolution one by computational imaging algorithms.…
Deep Domain Adversarial Adaptation for Photon-efficient Imaging
Yiwei Chen, Gongxin Yao, Yong Liu +3
Photon-efficient imaging with the single-photon light detection and ranging (LiDAR) captures the three-dimensional (3D) structure of a scene by only a few detected signal photons p…
Robust photon-efficient imaging using a pixel-wise residual shrinkage network
Gongxin Yao, Yiwei Chen, Yong Liu +2
Single-photon light detection and ranging (LiDAR) has been widely applied to 3D imaging in challenging scenarios. However, limited signal photon counts and high noises in the colle…
Residual Tensor Train: A Quantum-inspired Approach for Learning Multiple Multilinear Correlations
Yiwei Chen, Yu Pan, Daoyi Dong
States of quantum many-body systems are defined in a high-dimensional Hilbert space, where rich and complex interactions among subsystems can be modelled. In machine learning, comp…
Detecting quantum entanglement with unsupervised learning
Yiwei Chen, Yu Pan, Guofeng Zhang +1
Quantum properties, such as entanglement and coherence, are indispensable resources in various quantum information processing tasks. However, there still lacks an efficient and sca…
Quantum Language Model with Entanglement Embedding for Question Answering
Yiwei Chen, Yu Pan, Daoyi Dong
Quantum Language Models (QLMs) in which words are modelled as quantum superposition of sememes have demonstrated a high level of model transparency and good post-hoc interpretabili…