Search Results for author: Siyu Xia

Found 12 papers, 2 papers with code

Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition

no code implementations30 Apr 2024 Zhendong Liu, Haifeng Xia, Tong Guo, Libo Sun, Ming Shao, Siyu Xia

In addition, a dedicated temporal convolution is applied at each level to learn short-term temporal features, which will be carried over from shallow to deep layers to maximize the leverage of low-level details.

Action Classification Action Recognition +2

CSTalk: Correlation Supervised Speech-driven 3D Emotional Facial Animation Generation

no code implementations29 Apr 2024 Xiangyu Liang, Wenlin Zhuang, Tianyong Wang, Guangxing Geng, Guangyue Geng, Haifeng Xia, Siyu Xia

Speech-driven 3D facial animation technology has been developed for years, but its practical application still lacks expectations.

Embedded Representation Learning Network for Animating Styled Video Portrait

no code implementations29 Apr 2024 Tianyong Wang, Xiangyu Liang, Wangguandong Zheng, Dan Niu, Haifeng Xia, Siyu Xia

The talking head generation recently attracted considerable attention due to its widespread application prospects, especially for digital avatars and 3D animation design.

Representation Learning Talking Head Generation

Learning Macroeconomic Policies based on Microfoundations: A Stackelberg Mean Field Game Approach

no code implementations14 Mar 2024 Qirui Mi, Zhiyu Zhao, Siyu Xia, Yan Song, Jun Wang, Haifeng Zhang

Effective macroeconomic policies play a crucial role in promoting economic growth and social stability.

Few-shot Shape Recognition by Learning Deep Shape-aware Features

no code implementations3 Dec 2023 Wenlong Shi, Changsheng Lu, Ming Shao, Yinjie Zhang, Siyu Xia, Piotr Koniusz

Thirdly, we propose a decoding module to include the supervision of shape masks and edges and align the original and reconstructed shape features, enforcing the learned features to be more shape-aware.

Image Reconstruction

Unsupervised Visual Defect Detection with Score-Based Generative Model

no code implementations29 Nov 2022 Yapeng Teng, Haoyang Li, Fuzhen Cai, Ming Shao, Siyu Xia

Thus, we focus on the unsupervised visual defect detection and localization tasks and propose a novel framework based on the recent score-based generative models, which synthesize the real image by iterative denoising through stochastic differential equations (SDEs).

Anomaly Detection Defect Detection +1

Recognizing Families In the Wild: White Paper for the 4th Edition Data Challenge

2 code implementations15 Feb 2020 Joseph P. Robinson, Yu Yin, Zaid Khan, Ming Shao, Siyu Xia, Michael Stopa, Samson Timoner, Matthew A. Turk, Rama Chellappa, Yun Fu

Recognizing Families In the Wild (RFIW): an annual large-scale, multi-track automatic kinship recognition evaluation that supports various visual kin-based problems on scales much higher than ever before.

Gesture Recognition Kinship Verification +1

Music2Dance: DanceNet for Music-driven Dance Generation

no code implementations2 Feb 2020 Wenlin Zhuang, Congyi Wang, Siyu Xia, Jinxiang Chai, Yangang Wang

Synthesize human motions from music, i. e., music to dance, is appealing and attracts lots of research interests in recent years.

Motion Synthesis

What Will Your Child Look Like? DNA-Net: Age and Gender Aware Kin Face Synthesizer

no code implementations16 Nov 2019 Pengyu Gao, Siyu Xia, Joseph Robinson, Junkang Zhang, Chao Xia, Ming Shao, Yun Fu

Specifically, we propose a two-stage kin-face generation model to predict the appearance of a child given a pair of parents.

Face Generation Kinship Verification +1

Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network

no code implementations25 Oct 2019 Bin Sun, Ming Shao, Siyu Xia, Yun Fu

To accelerate the model, we propose an efficient network structure to accelerate the evolutionary learning process through a factorization strategy.

Face Alignment Face Recognition

Arc-support Line Segments Revisited: An Efficient and High-quality Ellipse Detection

3 code implementations8 Oct 2018 Changsheng Lu, Siyu Xia, Ming Shao, Yun Fu

Over the years many ellipse detection algorithms spring up and are studied broadly, while the critical issue of detecting ellipses accurately and efficiently in real-world images remains a challenge.

Clustering valid

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