2 code implementations • 10 Apr 2024 • Yutian Zhong, XiaoMing Zhang, Zongxin Mo, Shuangyang Zhang, Wufan Chen, Li Qi
To address this challenge, we propose an ultra-sparse spiral sampling strategy for multispectral PAT, which we named U3S-PAT.
no code implementations • 30 Mar 2024 • Ziyi Zhou, XiaoMing Zhang, Litian Zhang, Jiacheng Liu, Xi Zhang, Chaozhuo Li
Existing benchmarks for fake news detection have significantly contributed to the advancement of models in assessing the authenticity of news content.
1 code implementation • 26 Feb 2024 • Ming Wang, Yuanzhong Liu, XiaoMing Zhang, Songlian Li, YiJie Huang, Chi Zhang, Daling Wang, Shi Feng, Jigang Li
We have built a community on LangGPT to facilitate the tuition and sharing of prompt design.
1 code implementation • Electronics 2024 • Yanju Meng, Peng Wu, Jian Feng, XiaoMing Zhang
For global, we propose the global-feature aggregation encoder (GFAE), which employs a pooling strategy and computes the covariance matrix between channels instead of the spatial dimensions, changing the computational complexity from quadratic to linear, and this accelerates the inference of the model.
no code implementations • 15 Dec 2023 • Haiping Ma, Changqian Wang, HengShu Zhu, Shangshang Yang, XiaoMing Zhang, Xingyi Zhang
Finally, we demonstrate the effectiveness and interpretability of our framework through comprehensive experiments on real-world datasets.
no code implementations • 4 Dec 2023 • Zhaoyong Liang, Shuangyang Zhang, Zhichao Liang, Zhongxin Mo, XiaoMing Zhang, Yutian Zhong, Wufan Chen, Li Qi
Photoacoustic tomography (PAT) is a promising imaging technique that can visualize the distribution of chromophores within biological tissue.
no code implementations • 22 May 2023 • Yuxia Chen, Pengcheng Fang, Jianhui Yu, Xiaoling Zhong, XiaoMing Zhang, Tianrui Li
In this work, we solve the above-mentioned problems by proposing a High-resolution remote sensing network (Hi-ResNet) with efficient network structure designs, which consists of a funnel module, a multi-branch module with stacks of information aggregation (IA) blocks, and a feature refinement module, sequentially, and Class-agnostic Edge Aware (CEA) loss.
Ranked #7 on Semantic Segmentation on LoveDA
no code implementations • 20 Feb 2023 • Litian Zhang, XiaoMing Zhang, Ziming Guo, Zhipeng Liu
Then, the visual description and text content are fused to generate the textual summary to capture the semantics of the multimodal content, and the most relevant image is selected as the visual summary.
1 code implementation • ICCV 2023 • XiaoMing Zhang, Tianrui Li, Xiaole Zhao
Specifically, it is inspired by the temporal shifting in video understanding and displaces part of the channels along the spatial dimensions, thus allowing the effective receptive field to be amplified and the feature diversity to be augmented at almost zero cost.
no code implementations • 16 Dec 2021 • Litian Zhang, XiaoMing Zhang, Junshu Pan, Feiran Huang
In this paper, we propose a hierarchical cross-modality semantic correlation learning model (HCSCL) to learn the intra- and inter-modal correlation existing in the multimodal data.
1 code implementation • ICLR 2022 • Pengcheng Yang, XiaoMing Zhang, Wenpeng Zhang, Ming Yang, Hong Wei
The recent trend of using large-scale deep neural networks (DNN) to boost performance has propelled the development of the parallel pipelining technique for efficient DNN training, which has resulted in the development of several prominent pipelines such as GPipe, PipeDream, and PipeDream-2BW.
no code implementations • ACL 2021 • Bo Zhang, XiaoMing Zhang, Yun Liu, Lei Cheng, Zhoujun Li
Unsupervised Domain Adaptation (UDA) aims to transfer the knowledge of source domain to the unlabeled target domain.
no code implementations • 25 Mar 2021 • Ruiqing Yan, Lanchang Sun, Fang Wang, XiaoMing Zhang
Though pre-trained language models such as Bert and XLNet, have rapidly advanced the state-of-the-art on many NLP tasks, they implicit semantics only relying on surface information between words in corpus.