Zobrazeno 1 - 10
of 128
pro vyhledávání: '"Zhang, Xukun"'
Multiple instance learning (MIL) has become a standard paradigm for weakly supervised classification of whole slide images (WSI). However, this paradigm relies on the use of a large number of labelled WSIs for training. The lack of training data and
Externí odkaz:
http://arxiv.org/abs/2408.11505
Autor:
Zhao, Xiao, Zhang, Xukun, Yang, Dingkang, Sun, Mingyang, Li, Mingcheng, Wang, Shunli, Zhang, Lihua
Accurate and robust multimodal multi-task perception is crucial for modern autonomous driving systems. However, current multimodal perception research follows independent paradigms designed for specific perception tasks, leading to a lack of compleme
Externí odkaz:
http://arxiv.org/abs/2408.09122
Autor:
Zhao, Xiao, Chen, Bo, Sun, Mingyang, Yang, Dingkang, Wang, Youxing, Zhang, Xukun, Li, Mingcheng, Kou, Dongliang, Wei, Xiaoyi, Zhang, Lihua
Vision-based 3D semantic scene completion (SSC) describes autonomous driving scenes through 3D volume representations. However, the occlusion of invisible voxels by scene surfaces poses challenges to current SSC methods in hallucinating refined 3D ge
Externí odkaz:
http://arxiv.org/abs/2408.09104
Autor:
Han, Minghao, Zhang, Xukun, Yang, Dingkang, Liu, Tao, Kuang, Haopeng, Feng, Jinghui, Zhang, Lihua
Survival prediction is a complex ordinal regression task that aims to predict the survival coefficient ranking among a cohort of patients, typically achieved by analyzing patients' whole slide images. Existing deep learning approaches mainly adopt mu
Externí odkaz:
http://arxiv.org/abs/2404.19334
Autor:
Ali, Sharib, Espinel, Yamid, Jin, Yueming, Liu, Peng, Güttner, Bianca, Zhang, Xukun, Zhang, Lihua, Dowrick, Tom, Clarkson, Matthew J., Xiao, Shiting, Wu, Yifan, Yang, Yijun, Zhu, Lei, Sun, Dai, Li, Lan, Pfeiffer, Micha, Farid, Shahid, Maier-Hein, Lena, Buc, Emmanuel, Bartoli, Adrien
Augmented reality for laparoscopic liver resection is a visualisation mode that allows a surgeon to localise tumours and vessels embedded within the liver by projecting them on top of a laparoscopic image. Preoperative 3D models extracted from CT or
Externí odkaz:
http://arxiv.org/abs/2401.15753
Accurate tissue segmentation of thick-slice fetal brain magnetic resonance (MR) scans is crucial for both reconstruction of isotropic brain MR volumes and the quantification of fetal brain development. However, this task is challenging due to the use
Externí odkaz:
http://arxiv.org/abs/2308.06762
We investigate the second order energy density perturbation $\delta^{(2)}$ induced by small-scale Gaussian and local-type non-Gaussian primordial curvature perturbations. The relative abundance of primordial black hole is calculated in terms of the p
Externí odkaz:
http://arxiv.org/abs/2307.02067
Recently, from 12 $\gamma$-ray Galactic sources, the LHAASO has detected ultrahigh-energy photons up to 1.4PeV. The $\gamma$-ray spectra of the sources J2226+6057, J1908+0621, J1825-1326 and the suggested origin pulsars near the sources have been pub
Externí odkaz:
http://arxiv.org/abs/2303.00183
We study the second order scalar and density perturbations generated by the Gaussian curvature perturbations and primordial gravitational waves in the radiation-dominated era. After presenting all the possible second-order source terms, we obtain the
Externí odkaz:
http://arxiv.org/abs/2211.11948
The process of \acp{PBH} formation would be inevitably accompanied by \acp{SIGW}. This strong correlation between \acp{PBH} and \acp{SIGW} signals could be a promising approach to detecting \acp{PBH} in the upcoming \ac{GW} experiments, such as \ac{L
Externí odkaz:
http://arxiv.org/abs/2209.12404