Search Results for author: Shiqi Jiang

Found 12 papers, 0 papers with code

AACP: Aesthetics assessment of children's paintings based on self-supervised learning

no code implementations12 Mar 2024 Shiqi Jiang, Ning li, Chen Shi, Liping Guo, Changbo Wang, Chenhui Li

To solve this problem, we construct an aesthetics assessment dataset of children's paintings and a model based on self-supervised learning.

Self-Supervised Learning

Exploring the Impact of In-Browser Deep Learning Inference on Quality of User Experience and Performance

no code implementations8 Feb 2024 QiPeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Ying Zhang, Yun Ma, Ting Cao, Xuanzhe Liu

Additionally, we noticed that in-browser inference increases the time it takes for graphical user interface (GUI) components to load in web browsers by a significant 67. 2\%, which severely impacts the overall QoE for users of web applications that depend on this technology.

Dual Pipeline Style Transfer with Input Distribution Differentiation

no code implementations9 Nov 2023 Shiqi Jiang, Junjie Kang, Yujian Li

The color and texture dual pipeline architecture (CTDP) suppresses texture representation and artifacts through masked total variation loss (Mtv), and further experiments have shown that smooth input can almost completely eliminate texture representation.

Style Transfer Texture Synthesis

Region-controlled Style Transfer

no code implementations24 Oct 2023 Junjie Kang, Jinsong Wu, Shiqi Jiang

This method guides the transfer strength of style features in different regions based on the gradient relationship between style and content images.

Style Transfer

Color and Texture Dual Pipeline Lightweight Style Transfer

no code implementations2 Oct 2023 Shiqi Jiang

Style transfer methods typically generate a single stylized output of color and texture coupling for reference styles, and color transfer schemes may introduce distortion or artifacts when processing reference images with duplicate textures.

Style Transfer Texture Synthesis

Accelerating In-Browser Deep Learning Inference on Diverse Edge Clients through Just-in-Time Kernel Optimizations

no code implementations16 Sep 2023 Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang

Web applications are increasingly becoming the primary platform for AI service delivery, making in-browser deep learning (DL) inference more prominent.

AutoDroid: LLM-powered Task Automation in Android

no code implementations29 Aug 2023 Hao Wen, Yuanchun Li, Guohong Liu, Shanhui Zhao, Tao Yu, Toby Jia-Jun Li, Shiqi Jiang, Yunhao Liu, Yaqin Zhang, Yunxin Liu

Mobile task automation is an attractive technique that aims to enable voice-based hands-free user interaction with smartphones.

Language Modelling

Lightweight texture transfer based on texture feature preset

no code implementations29 Jun 2023 Shiqi Jiang

This consistent input distribution can completely avoid the problem of texture transfer differentiation, and by randomly sampling different noise inputs, we can obtain different texture features and texture transfer results under the same reference style.

Style Transfer

AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments

no code implementations13 Mar 2023 Hao Wen, Yuanchun Li, Zunshuai Zhang, Shiqi Jiang, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Yunxin Liu

Model elastification generates a high-quality search space of model architectures with the guidance of a developer-specified oracle model.

valid

Multi-modal application: Image Memes Generation

no code implementations3 Dec 2021 Zhiyuan Liu, Chuanzheng Sun, Yuxin Jiang, Shiqi Jiang, Mei Ming

An Internet meme commonly takes the form of an image and is created by combining a meme template (image) and a caption (natural language sentence).

Cultural Vocal Bursts Intensity Prediction Sentence

Cannot find the paper you are looking for? You can Submit a new open access paper.