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Youjian Zhang

5 accepted papers

2025

D$^2$GS: Dense Depth Regularization for LiDAR-free Urban Scene Reconstruction

NeurIPS 2025poster

Recently, Gaussian Splatting (GS) has shown great potential for urban scene reconstruction in the field of autonomous driving. However, current urban scene reconstruction methods often depend on multimodal sensors as inputs, $\textit{i.e.}$ LiDAR and images. Though the geometry prior provided by LiD…

Cited by 0SourceScholar
2024

SRECT: Machine-Specific Spatial-Resolution Enhancement in Computed Tomography

ICASSP 2024accepted

Computed Tomography (CT) is an advanced imaging technology. To obtain high-resolution (HR) CT images from low-resolution (LR) sinograms, we present a deep-learning (DL) based CT super-resolution (SR) method.The proposed method combines a SR model in the sinogram domain and the iterative framework in…

Cited by 0SourceScholar
2023

UCoL: Unsupervised Learning of Discriminative Facial Representations via Uncertainty-Aware Contrast

AAAI 2023technical

This paper presents Uncertainty-aware Contrastive Learning (UCoL): a fully unsupervised framework for discriminative facial representation learning. Our UCoL is built upon a momentum contrastive network, referred to as Dual-path Momentum Network. Specifically, two flows of pairwise contrastive train…

Cited by 4SourcePDFScholar