no code implementations • 15 May 2024 • Xinying Lin, Xuyang Liu, Hong Yang, Xiaohai He, Honggang Chen
In this letter, we attempt to evaluate the perceptual quality and reconstruction fidelity of SR images considering LR images and scale factors.
no code implementations • 4 Mar 2024 • Chang Sun, Hong Yang, Bo Qin
Visual Speech Recognition (VSR) tasks are generally recognized to have a lower theoretical performance ceiling than Automatic Speech Recognition (ASR), owing to the inherent limitations of conveying semantic information visually.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
no code implementations • 26 Feb 2024 • Yuan Zhu, Yanqiang Wang, Yadong An, Hong Yang, Yiming Pan
This work integrates drone technology, iOS development, and deep learning techniques to integrate traffic video acquisition, object detection, object tracking, and traffic behavior analysis functions on mobile devices.
1 code implementation • 14 Dec 2023 • Haoyuan Dong, Yang Gao, Haishuai Wang, Hong Yang, Peng Zhang
The basic idea of GHGNAS is to design a set of prompts that can guide GPT-4 toward the task of generating new heterogeneous graph neural architectures.
no code implementations • 7 Mar 2023 • Hong Yang, William Gebhardt, Alexander G. Ororbia, Travis Desell
Out-of-distribution (OOD) inputs can compromise the performance and safety of real world machine learning systems.
1 code implementation • 13 Oct 2022 • Hong Yang, Travis Desell
To overcome this, we use the National General Aviation Flight Information Database (NGAFID), which contains flights recorded during regular operation of aircraft, and maintenance logs to construct a part failure dataset.
1 code implementation • 27 Aug 2022 • Hong Yang, Gongrui Nan, Mingbao Lin, Fei Chao, Yunhang Shen, Ke Li, Rongrong Ji
Finally, the LSA modules are further developed to fully use the prior information in non-shadow regions to cleanse the shadow regions.
2 code implementations • 10 May 2022 • Yimin Xu, Mingbao Lin, Hong Yang, Fei Chao, Rongrong Ji
Inspired by the fact that the color mapping of the non-shadow region is easier to learn, our SADC processes the non-shadow region with a lightweight convolution module in a computationally cheap manner and recovers the shadow region with a more complicated convolution module to ensure the quality of image reconstruction.
no code implementations • 27 Jan 2022 • Hong Yang, Travis Desell
We also show that augmentation improves accuracy for recurrent and self attention based architectures.
no code implementations • 7 Oct 2021 • Hong Yang, Aidan LaBella, Travis Desell
However, the development of such systems has been limited due to a lack of publicly labeled multivariate time series (MTS) sensor data.
no code implementations • 13 Jan 2021 • Ujwani Nukala, Marisabel Rodriguez Messan, Osman N. Yogurtcu, Xiaofei Wang, Hong Yang
Chimeric Antigen Receptor (CAR) T-cell therapy is an immunotherapy that has recently become highly instrumental in the fight against life-threatening diseases.
1 code implementation • 2 Sep 2020 • Bharath Ramesh, Shihao Zhang, Hong Yang, Andres Ussa, Matthew Ong, Garrick Orchard, Cheng Xiang
On the other hand, when the object re-enters the field-of-view of the camera, a data-driven, global sliding window detector locates the object for subsequent tracking.
no code implementations • 26 Jun 2020 • Fan Zuo, Jingxing Wang, Jingqin Gao, Kaan Ozbay, Xuegang Jeff Ban, Yubin Shen, Hong Yang, Shri Iyer
The COVID-19 outbreak has dramatically changed travel behavior in affected cities.
no code implementations • 18 Jun 2020 • Shilpa Rao, Alexei Ashikhmin, Hong Yang
Simulation results show a 40% improvement in uplink and downlink throughputs and 95% in energy efficiency over existing cell-free wireless systems and at least a three-fold uplink improvement over known IoT systems based on small-cell systems.
no code implementations • 3 Mar 2020 • Hong Yang, Hayate Nakano, Hosho Katsura
Ground states of such systems are not conventional Mott insulators in the sense that the ground states possess not only spin fluctuations but also non-negligible charge fluctuations.
Quantum Gases Strongly Correlated Electrons
1 code implementation • 18 Jun 2019 • Anfeng Cheng, Chuan Zhou, Hong Yang, Jia Wu, Lei LI, Jianlong Tan, Li Guo
Due to the expensive costs of labeling anchor users for training prediction models, we consider in this paper the problem of minimizing the number of user pairs across multiple networks for labeling as to improve the accuracy of the prediction.
no code implementations • 27 May 2019 • Ye Tian, Li Yang, Wei Wang, Jing Zhang, Qing Tang, Mili Ji, Yang Yu, Yu Li, Hong Yang, Airong Qian
Traditionally, the most indispensable diagnosis of cervix squamous carcinoma is histopathological assessment which is achieved under microscope by pathologist.
no code implementations • 24 Apr 2019 • Bharath Ramesh, Andres Ussa, Luca Della Vedova, Hong Yang, Garrick Orchard
We present the first purely event-based, energy-efficient approach for object detection and categorization using an event camera.
1 code implementation • 22 Apr 2019 • Yang Gao, Hong Yang, Peng Zhang, Chuan Zhou, Yue Hu
On node classification tasks, GraphNAS can design a novel network architecture that rivals the best human-invented architecture in terms of test set accuracy.
Ranked #13 on Node Classification on PPI
2 code implementations • ICDM 2018 • Hong Yang, Shirui Pan, Peng Zhang, Ling Chen, Defu Lian, Chengqi Zhang
To this end, we present a Binarized Attributed Network Embedding model (BANE for short) to learn binary node representation.
Ranked #1 on Link Prediction on Wiki
no code implementations • 30 Oct 2017 • Bharath Ramesh, Hong Yang, Garrick Orchard, Ngoc Anh Le Thi, Shihao Zhang, Cheng Xiang
We introduce a generic visual descriptor, termed as distribution aware retinal transform (DART), that encodes the structural context using log-polar grids for event cameras.