Zobrazeno 1 - 10
of 4 298
pro vyhledávání: '"XIE, Bin"'
Segment Anything Model~(SAM), a prompt-driven foundation model for natural image segmentation, has demonstrated impressive zero-shot performance. However, SAM does not work when directly applied to medical image segmentation tasks, since SAM lacks th
Externí odkaz:
http://arxiv.org/abs/2403.14103
Open-vocabulary semantic segmentation strives to distinguish pixels into different semantic groups from an open set of categories. Most existing methods explore utilizing pre-trained vision-language models, in which the key is to adopt the image-leve
Externí odkaz:
http://arxiv.org/abs/2311.15537
Benefiting from the rapid development of deep learning, 2D and 3D computer vision applications are deployed in many safe-critical systems, such as autopilot and identity authentication. However, deep learning models are not trustworthy enough because
Externí odkaz:
http://arxiv.org/abs/2310.00633
How to accurately measure the relevance and redundancy of features is an age-old challenge in the field of feature selection. However, existing filter-based feature selection methods cannot directly measure redundancy for continuous data. In addition
Externí odkaz:
http://arxiv.org/abs/2307.14643
Denoising diffusion (score-based) generative models have recently achieved significant accomplishments in generating realistic and diverse data. These approaches define a forward diffusion process for transforming data into noise and a backward denoi
Externí odkaz:
http://arxiv.org/abs/2211.15736
Autor:
Pike, James Russell, Xie, Bin, Tan, Nasya, Sabado-Liwag, Melanie Dee, Orne, Annette, Toilolo, Tupou, Cen, Steven, May, Vanessa, Lee, Cevadne, Pang, Victor Kaiwi, Rainer, Michelle A, Vaivao, Dorothy Etimani S, Lepule, Jonathan Tana, Tanjasiri, Sora Park, Palmer, Paula Healani
Publikováno v:
JMIR mHealth and uHealth, Vol 4, Iss 1, p e2 (2016)
BackgroundRecent prevalence data indicates that Pacific Islanders living in the United States have disproportionately high smoking rates when compared to the general populace. However, little is known about the factors contributing to tobacco use in
Externí odkaz:
https://doaj.org/article/66464f457ee6414daae19e843c7ff122
Autor:
XIE Bin1 xiebinsilicon@foxmail.com, REN Tingting1
Publikováno v:
Chinese Journal of Immunology. May2024, Vol. 40 Issue 5, p981-991. 11p.
Brain vessel image segmentation can be used as a promising biomarker for better prevention and treatment of different diseases. One successful approach is to consider the segmentation as an image-to-image translation task and perform a conditional Ge
Externí odkaz:
http://arxiv.org/abs/2207.08265
Autor:
Li, Yanjie1 (AUTHOR) yanjie.li@connect.polyu.hk, Xie, Bin1 (AUTHOR) 22037262r@connect.polyu.hk, Guo, Songtao2 (AUTHOR) guosongtao@cqu.edu.cn, Yang, Yuanyuan3 (AUTHOR) yuanyuan.yang@stonybrook.edu, Xiao, Bin1 (AUTHOR) csbxiao@comp.polyu.edu.hk
Publikováno v:
ACM Computing Surveys. Jun2024, Vol. 56 Issue 6, p1-37. 37p.
Autor:
Xie, Bin, Zhang, Qing
This paper is about a deep learning approach for linear and nonlinear filtering. The idea is to train a neural network with Monte Carlo samples generated from a nominal dynamic model. Then the network weights are applied to Monte Carlo samples from a
Externí odkaz:
http://arxiv.org/abs/2112.12616