no code implementations • 24 May 2024 • Yueyue Liu, Hongyu Zhang, Yuantian Miao, Van-Hoang Le, Zhiqiang Li
A challenge for users lies in choosing the LLMs that best fit their needs, balancing cost and performance.
no code implementations • 15 Dec 2023 • Hengrong Lan, Zhiqiang Li, Qiong He, Jianwen Luo
Image reconstruction from radio-frequency data is pivotal in ultrafast plane wave ultrasound imaging.
no code implementations • 15 Dec 2023 • Zhiqiang Li, Hengrong Lan, Lijie Huang, Qiong He, Jianwen Luo
We hypothesize that a single PW can take a shortcut to reach the diffusion trajectory of PWC, removing the need to begin with Gaussian noise.
1 code implementation • NeurIPS 2023 • Feng Zhang, Ming Tian, Zhiqiang Li, Bin Xu, Qingbo Lu, Changxin Gao, Nong Sang
Furthermore, we utilize local Laplacian filters to refine the edge details in the high-frequency components in an adaptive manner.
1 code implementation • 9 Oct 2023 • Yaosen Chen, Yu Yao, Zhiqiang Li, Wei Wang, Yanru Zhang, Han Yang, Xuming Wen
First, FaceEncoder is used to obtain latent code by extracting features from the visual face information taken from the video source containing the face frame. Then, HyperConv, which weighting parameters are updated by HyperNet with the audio features as input, will modify the latent code to synchronize the lip movement with the audio.
1 code implementation • ICCV 2023 • Feng Zhang, Bin Xu, Zhiqiang Li, Xinran Liu, Qingbo Lu, Changxin Gao, Nong Sang
To address this issue, we introduce a new perspective to synthesize the signal-independent noise by a generative model.
Ranked #2 on Image Denoising on SID SonyA7S2 x300
no code implementations • 17 Jan 2023 • Hengrong Lan, Lijie Huang, Zhiqiang Li, Jing Lv, Jianwen Luo
We find that dynamically masking a high proportion of the channels, e. g., 80%, yields nontrivial self-supervisors in both image and signal domains, which decrease the multiplicity of the pseudo solution to efficiently reconstruct the image from fewer PA measurements with minimum error of the image.
1 code implementation • 15 Aug 2022 • Yaosen Chen, Qi Yuan, Zhiqiang Li, Yuegen Liu, Wei Wang, Chaoping Xie, Xuming Wen, Qien Yu
Finally, we jointly optimize a hyper network to realize the scene photorealistic style transfer of arbitrary style images.
1 code implementation • 25 May 2021 • Tian-Xing Xu, Yuan-Chen Guo, Zhiqiang Li, Ge Yu, Yu-Kun Lai, Song-Hai Zhang
Place recognition plays an essential role in the field of autonomous driving and robot navigation.
Ranked #4 on 3D Place Recognition on CS-Campus3D
no code implementations • 11 Feb 2021 • Zhen-Bing Dai, Zhiqiang Li, Yan He
We study the optical response of bilayer graphene with a kink potential composed of a domain wall separating two AB regions with opposite interlayer bias.
Mesoscale and Nanoscale Physics
no code implementations • 13 Jan 2020 • Pak Lun Kevin Ding, Zhiqiang Li, Yuxiang Zhou, Baoxin Li
Accelerated MRI scan may be achieved by acquiring less amount of k-space data (down-sampling in the k-space).
no code implementations • 27 Jun 2015 • Yi-Lun Wang, Zhiqiang Li, Yifeng Wang, Xiaona Wang, Junjie Zheng, Xujuan Duan, Huafu Chen
Feature selection is among the most important components because it not only helps enhance the classification accuracy, but also or even more important provides potential biomarker discovery.