Search Results for author: Hui Yang

Found 19 papers, 5 papers with code

MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces

1 code implementation ICCV 2023 Zhicun Yin, Ming Liu, Xiaoming Li, Hui Yang, Longan Xiao, WangMeng Zuo

To evaluate our proposed MetaF2N, we have collected a real-world low-quality dataset with one or multiple faces in each image, and our MetaF2N achieves superior performance on both synthetic and real-world datasets.

Image Generation Image Super-Resolution +1

Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions

1 code implementation4 Jun 2023 Hui Yang, Sifu Yue, Yunzhong He

In this paper, we present a comprehensive benchmark study of Auto-GPT styled agents in decision-making tasks that simulate real-world scenarios.

Decision Making

Efficient Computation of General Modules for ALC Ontologies (Extended Version)

no code implementations16 May 2023 Hui Yang, Patrick Koopmann, Yue Ma, Nicole Bidoit

Our evaluation indicates that our general modules are often smaller than classical modules and uniform interpolants computed by the state-of-the-art, and compared with uniform interpolants, can be computed in a significantly shorter time.

Automatic Detection of Industry Sectors in Legal Articles Using Machine Learning Approaches

no code implementations8 Mar 2023 Hui Yang, Stella Hadjiantoni, Yunfei Long, Ruta Petraityte, Berthold Lausen

The experimental results show that the suggested automated industry analysis which employs ML techniques allows the processing of large collections of text data in an easy, efficient, and scalable way.

Lessons from the AdKDD'21 Privacy-Preserving ML Challenge

no code implementations31 Jan 2022 Eustache Diemert, Romain Fabre, Alexandre Gilotte, Fei Jia, Basile Leparmentier, Jérémie Mary, Zhonghua Qu, Ugo Tanielian, Hui Yang

Designing data sharing mechanisms providing performance and strong privacy guarantees is a hot topic for the Online Advertising industry.

Privacy Preserving

Uncertainty Detection and Reduction in Neural Decoding of EEG Signals

1 code implementation28 Dec 2021 Tiehang Duan, Zhenyi Wang, Sheng Liu, Sargur N. Srihari, Hui Yang

In this work, we proposed an uncertainty estimation and reduction model (UNCER) to quantify and mitigate the uncertainty during the EEG decoding process.

Data Augmentation Decision Making +2

Union and Intersection of all Justifications

no code implementations23 Sep 2021 Jieying Chen, Yue Ma, Rafael Peñaloza, Hui Yang

We present new algorithm for computing the union and intersection of all justifications for a given ontological consequence without first computing the set of all justifications.

Inflection Point: A New Perspective on Photonic Nanojets

no code implementations17 Dec 2020 Guoqiang Gu, Pengcheng Zhang, Sihui Chen, Yi Zhang, Hui Yang

When light propagates through the edge or middle part of microparticle's incoming interface, there is a basic rule that light converges and diverges rapidly or slowly at the output port.

Optics

Robust Protection of III-V Nanowires in Water Splitting by a Thin Compact TiO$_2$ Layer

no code implementations16 Dec 2020 Fan Cui, Yunyan Zhang, H. Aruni Fonseka, Premrudee Promdet, Ali Imran Channa, Mingqing Wang, Xueming Xia, Sanjayan Sathasivam, Hezhuang Liu, Ivan P. Parkin, Hui Yang, Ting Li, Kwang-Leong Choy, Jiang Wu, Chris Blackman, Ana M. Sanchez, Huiyun Liu

Working as a photocathode for water splitting, they exhibited a 45% larger photocurrent density compared with un-protected counterparts and a high Faraday efficiency of 91%, and can also maintain a record-long highly-stable performance among narrow-bandgap III-V NW photoelectrodes; after 67 hours photoelectrochemical stability test reaction in strong acid electrolyte solution (pH = 1), they show no apparent indication of corrosion, which is in stark contrast to the un-protected NWs that are fully failed after 35-hours.

Mesoscale and Nanoscale Physics Chemical Physics

BLCS: Brain-Like based Distributed Control Security in Cyber Physical Systems

no code implementations8 Feb 2020 Hui Yang, Kaixuan Zhan, Michel Kadoch, Yongshen Liang, Mohamed Cheriet

To deal with this issue, we propose a brain-like based distributed control security (BLCS) architecture for F-RON in CPS, by introducing a brain-like security (BLS) scheme.

Blocking Distributed Computing +1

Image Dehazing using Bilinear Composition Loss Function

no code implementations1 Oct 2017 Hui Yang, Jinshan Pan, Qiong Yan, Wenxiu Sun, Jimmy Ren, Yu-Wing Tai

In this paper, we introduce a bilinear composition loss function to address the problem of image dehazing.

Blocking Image Dehazing

Analytic Feature Selection for Support Vector Machines

no code implementations20 Apr 2013 Carly Stambaugh, Hui Yang, Felix Breuer

Our algorithm is based on logistic and linear regression models using these six geometric properties as predictor variables.

feature selection

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