Search Results for author: Siyu Xia

Found 9 papers, 2 papers with code

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

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