Zobrazeno 1 - 10
of 13 772
pro vyhledávání: '"Chen, Huan"'
Retrieval-Augmented Large Language Models (RALMs) have made significant strides in enhancing the accuracy of generated responses.However, existing research often overlooks the data quality issues within retrieval results, often caused by inaccurate e
Externí odkaz:
http://arxiv.org/abs/2408.05524
The recognition of named entities in visually-rich documents (VrD-NER) plays a critical role in various real-world scenarios and applications. However, the research in VrD-NER faces three major challenges: complex document layouts, incorrect reading
Externí odkaz:
http://arxiv.org/abs/2408.01038
Extracting discriminative information from complex spectral details in hyperspectral image (HSI) for HSI classification is pivotal. While current prevailing methods rely on spectral magnitude features, they could cause confusion in certain classes, r
Externí odkaz:
http://arxiv.org/abs/2407.18593
Autor:
Tzeng, Jing-Tong, Li, Jeng-Lin, Chen, Huan-Yu, Huang, Chun-Hsiang, Chen, Chi-Hsin, Fan, Cheng-Yi, Huang, Edward Pei-Chuan, Lee, Chi-Chun
Deep learning techniques have shown promising results in the automatic classification of respiratory sounds. However, accurately distinguishing these sounds in real-world noisy conditions poses challenges for clinical deployment. Additionally, predic
Externí odkaz:
http://arxiv.org/abs/2407.13895
Hyperspectral image classification, a task that assigns pre-defined classes to each pixel in a hyperspectral image of remote sensing scenes, often faces challenges due to the neglect of correlations between spectrally similar pixels. This oversight c
Externí odkaz:
http://arxiv.org/abs/2407.07307
Autor:
Cheng, Chi-Tung, Chen, Chih-Chi, Cheng, Fu-Jen, Chen, Huan-Wu, Su, Yi-Siang, Yeh, Chun-Nan, Chung, I-Fang, Liao, Chien-Hung
Publikováno v:
JMIR Medical Informatics, Vol 8, Iss 11, p e19416 (2020)
BackgroundHip fracture is the most common type of fracture in elderly individuals. Numerous deep learning (DL) algorithms for plain pelvic radiographs (PXRs) have been applied to improve the accuracy of hip fracture diagnosis. However, their efficacy
Externí odkaz:
https://doaj.org/article/237728c39cc149ff8c65fcfde2f2ffa6
Hyperspectral salient object detection (HSOD) aims to detect spectrally salient objects in hyperspectral images (HSIs). However, existing methods inadequately utilize spectral information by either converting HSIs into false-color images or convergin
Externí odkaz:
http://arxiv.org/abs/2312.01060
Coded Aperture Snapshot Spectral Imaging (CASSI) reconstruction aims to recover the 3D spatial-spectral signal from 2D measurement. Existing methods for reconstructing Hyperspectral Image (HSI) typically involve learning mappings from a 2D compressed
Externí odkaz:
http://arxiv.org/abs/2312.01061
Autor:
Wu, Chen-Huan, Li, Yida
By designing a multi-channel millimeter Hall measurement configuration, we realize the carrier-density (locally) controllable measurement on the transport property in 2H MoS$_{2}$. We observe a linearly increased Hall conductivity and exponentially d
Externí odkaz:
http://arxiv.org/abs/2311.11276
This work deals with the Entire solutions of a nonlinear equation. The first part of this paper is devoted to investigation of the Liouville property on compact manifolds, which extends a result by Castorina-Mantegazza [4] for positive f. Secondly, w
Externí odkaz:
http://arxiv.org/abs/2311.01381