no code implementations • 30 Sep 2024 • Min Xian, Tao Wang, Sai Zhang, Fei Xu, Zhegang Ma
Text vectorization based on the SDIE patterns generates feature vectors that are highly separable by using a simple binary classifier.
no code implementations • 12 Sep 2024 • Lipisha Chaudhary, Fei Xu, Ifeoma Nwogu
Both manual (relating to the use of hands) and non-manual markers (NMM), such as facial expressions or mouthing cues, are important for providing the complete meaning of phrases in American Sign Language (ASL).
no code implementations • 9 Jul 2024 • Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
Federated learning (FL) is an emerging distributed machine learning paradigm that enables collaborative training of machine learning models over decentralized devices without exposing their local data.
no code implementations • 13 May 2024 • Lu Dong, Lipisha Chaudhary, Fei Xu, Xiao Wang, Mason Lary, Ifeoma Nwogu
Achieving expressive 3D motion reconstruction and automatic generation for isolated sign words can be challenging, due to the lack of real-world 3D sign-word data, the complex nuances of signing motions, and the cross-modal understanding of sign language semantics.
no code implementations • 8 Apr 2024 • Shahidur Rahoman Sohag, Sai Zhang, Min Xian, Shoukun Sun, Fei Xu, Zhegang Ma
Industry-wide nuclear power plant operating experience is a critical source of raw data for performing parameter estimations in reliability and risk models.
no code implementations • 4 Apr 2024 • Itai Lang, Fei Xu, Dale Decatur, Sudarshan Babu, Rana Hanocka
We present iSeg, a new interactive technique for segmenting 3D shapes.
no code implementations • 7 Mar 2024 • Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng
Clustered federated learning (CFL) addresses this challenge by grouping clients based on the similarity of their data distributions.
1 code implementation • 16 Dec 2023 • Aodong Chen, Fei Xu, Li Han, Yuan Dong, Li Chen, Zhi Zhou, Fangming Liu
GPUs have become the \emph{defacto} hardware devices for accelerating Deep Neural Network (DNN) inference workloads.
no code implementations • 28 Sep 2023 • Mohammad Karimzadeh, Deekshith Basvoju, Aleksandar Vakanski, Indrajit Charit, Fei Xu, Xinchang Zhang
Through an extensive survey of the literature, this review article explores the role of ML in addressing the inherent challenges in FGMs fabrication and encompasses parameter optimization, defect detection, and real-time monitoring.
no code implementations • 12 May 2023 • Bo Jiang, Fei Xu, Ziyan Zhang, Jin Tang, Feiping Nie
To alleviate the local receptive issue of GCN, Transformers have been exploited to capture the long range dependences of nodes for graph data representation and learning.
no code implementations • 9 Mar 2023 • Shoukun Sun, Min Xian, Fei Xu, Luca Capriotti, Tiankai Yao
Remarkably, our model reduces by 33. 2\%, and 15. 5\% the number of clicks required to surpass an IoU of 0. 95 in the previous state-of-the-art approach on the Berkeley and DAVIS sets, respectively.
Ranked #1 on Interactive Segmentation on GrabCut
no code implementations • 8 Feb 2023 • Shoukun Sun, Fei Xu, Lu Cai, Daniele Salvato, Fidelma Dilemma, Luca Capriotti, Min Xian, Tiankai Yao
In the advanced annular U-10Zr fuel, the lanthanides present as fission gas bubbles.
no code implementations • 21 Jan 2023 • Angzhi Fan, Yu Huang, Fei Xu, Sthitie Bom
The semiconductor industry is one of the most technology-evolving and capital-intensive market sectors.
no code implementations • 17 Oct 2022 • Fei Xu, Lu Cai, Daniele Salvato, Fidelma Dilemma, Luca Capriotti, Tiankai Yao
Conclusive findings were obtained and allowed for evaluation of the lanthanide transportation through connected bubbles based on approximately 67, 000 fission gas bubbles of the two advanced samples.
no code implementations • 15 May 2022 • Shaoli Wang, Tengfei Wang, Ya-nen Qi, Fei Xu
That is, the system has backward bifurcation and the disease cannot be eradicated.
no code implementations • NAACL 2022 • Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang
(2) How to cohere with context and preserve the knowledge when generating a stylized response.
no code implementations • 1 Dec 2021 • Tengfei Wang, Shaoli Wang, Fei Xu
The values of backward bifurcation point and saddle node bifurcation point are the elite control threshold and post-treatment control threshold respectively.
no code implementations • ACL 2022 • Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang
In such a low-resource setting, we devise a novel conversational agent, Divter, in order to isolate parameters that depend on multimodal dialogues from the entire generation model.
no code implementations • 3 Oct 2021 • Wenqian Ye, Fei Xu, Yaojia Huang, Cassie Huang, Ji A
The metric will be used to guide the generation of examples from Pre-trained models.
no code implementations • 12 Apr 2021 • Lu Cai, Fei Xu, Fidelma Dilemma, Daniel J. Murray, Cynthia A. Adkins, Larry K Aagesen Jr, Min Xian, Luca Caprriot, Tiankai Yao
UZr based metallic nuclear fuel is the leading candidate for next-generation sodium-cooled fast reactors in the United States.
no code implementations • 11 Feb 2021 • Zhenxing Di, Liping Li, Li Liang, Fei Xu
This paper focuses on a question raised by Holm and J{\o}rgensen, who asked if the induced cotorsion pairs $(\Phi({\sf X}),\Phi({\sf X})^{\perp})$ and $(^{\perp}\Psi({\sf Y}),\Psi({\sf Y}))$ in $\mathrm{Rep}(Q,{\sf{A}})$ -- the category of all $\sf{A}$-valued representations of a quiver $Q$ -- are complete whenever $(\sf X,\sf Y)$ is a complete cotorsion pair in an abelian category $\sf{A}$ satisfying some mild conditions.
Representation Theory K-Theory and Homology
no code implementations • 23 Oct 2019 • Fei Xu, Yingtao Zhang, Min Xian, H. D. Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
Then we refine the layers by integrating a non-semantic breast anatomy model to solve the problems of incomplete mammary layers.
no code implementations • 18 Jun 2019 • Fei Xu, Yingtao Zhang, Min Xian, H. D. Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
First, we model breast anatomy and decompose breast ultrasound image into layers using Neutro-Connectedness; then utilize the layers to generate the foreground and background maps; and finally propose a novel objective function to estimate the tumor saliency by integrating the foreground map, background map, adaptive center bias, and region-based correlation cues.
no code implementations • 27 Jun 2018 • Fei Xu, Min Xian, Yingtao Zhang, Kuan Huang, H. D. Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
Automatic tumor segmentation of breast ultrasound (BUS) image is quite challenging due to the complicated anatomic structure of breast and poor image quality.
1 code implementation • 9 Jan 2018 • Min Xian, Yingtao Zhang, H. D. Cheng, Fei Xu, Kuan Huang, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang
Breast ultrasound (BUS) image segmentation is challenging and critical for BUS Comput-er-Aided Diagnosis (CAD) systems.
no code implementations • 4 Apr 2017 • Min Xian, Yingtao Zhang, H. D. Cheng, Fei Xu, Boyu Zhang, Jianrui Ding
Breast cancer is one of the leading causes of cancer death among women worldwide.
no code implementations • 19 Dec 2015 • Min Xian, Yingtao Zhang, H. D. Cheng, Fei Xu, Jianrui Ding
Interactive image segmentation is a challenging task and receives increasing attention recently; however, two major drawbacks exist in interactive segmentation approaches.
no code implementations • 24 Aug 2015 • Jianrui Ding, Min Xian, H. D. Cheng, Yang Li, Fei Xu, Yingtao Zhang
And the dynamic features are formed by using the information of its neighbor frames in the sequence.
no code implementations • NeurIPS 2009 • Charles Kemp, Alan Jern, Fei Xu
Humans are typically able to infer how many objects their environment contains and to recognize when the same object is encountered twice.
no code implementations • NeurIPS 2008 • Christopher G. Lucas, Thomas L. Griffiths, Fei Xu, Christine Fawcett
Young children demonstrate the ability to make inferences about the preferences of other agents based on their choices.
no code implementations • NeurIPS 2008 • Charles Kemp, Fei Xu
Before the age of 4 months, infants make inductive inferences about the motions of physical objects.