Research Intern at Baidu Research
Big Data Lab
Mar 2019 - June 2019       Beijing, China
Supervised by Prof. Jun Huan.
Temporal Output Discrepancy for Loss Estimation-based Active Learning
Siyu Huang, Tianyang Wang, Haoyi Xiong, Bihan Wen, Jun Huan, Dejing Dou
IEEE Transactions on Neural Networks and Learning Systems, 2022
MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts
Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou
A Unified Framework for Bidirectional Prototype Learning from Contaminated Faces across Heterogeneous Domains
Meng Pang, Binghui Wang, Siyu Huang, Yiu-ming Cheung, Bihan Wen
IEEE Transactions on Information Forensics and Security, 2022
Parameter-Free Style Projection for Arbitrary Style Transfer
Siyu Huang, Haoyi Xiong, Tianyang Wang, Bihan Wen, Qingzhong Wang, Zeyu Chen, Jun Huan, Dejing Dou
A text-guided person image generation algorithm.
Xingran Zhou, Siyu Huang, Bin Li, Yingming Li, Zhongfei Zhang. Approved, 2020. #201910257463.9
A one-dimensional sequence learning based video summarization algorithm.Siyu Huang, Xi Li, Zhongfei Zhang. Approved, 2020. #201710888621.1
A pedestrian body appearance structure based crowd counting algorithm.Siyu Huang, Xi Li, Zhongfei Zhang. Approved, 2020. #201611225785.8
A high-resolution person pose transfer system.Siyu Huang, Haoyi Xiong, Dejing Dou. Filed, 2020. #202010507406.4
A federated learning-based data mining system.
Ji Liu, Haoyi Xiong, Siyu Huang, Dejing Dou. Filed, 2020. #202010339533.8
A neural network architecture search algorithm for predicting image attributes.Siyu Huang, Xi Li, Zhongfei Zhang. Filed, 2018. #201810802108.0
Invited Talks and Presentations
Invited Talk: "Greedy Neural Architecture Search for Multi-Attribute Learning".
State University of New York (SUNY) at Binghamton, Binghamton, USA. Sept 2018.
Conference Presentation: "GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning".
ACM International Conference on Multimedia (ACM MM). Seoul, Korea. Oct 2018.
Invited Talk: "Text Guided Person Image Synthesis".
Baidu Research. Beijing, China. Mar 2019.
Invited Talk: “Deep Cross-Modal Knowledge Mining”.
Forum for Talented Young Scholar in Computer Science. Zhejiang University, Hangzhou, May 2019.
Open Course: “NAS with RL and Differentiable NAS in AutoDL”.
Baidu Create 2019 - Baidu AI Developer Conference. Beijing, July 2019.
Conference Tutorial: “A Tutorial on Neural Architecture Search”.
IEEE International Conference on Data Mining (ICDM) Tutorial on Automated Deep Learning: Theory, Algorithms, Platforms, and Applications. Beijing, Nov 2019.
Open Course: “Automated Deep Learning: Theory and Applications”.
Baidu World Congress, Branch Forum. Beijing, Sept 2020.
Conference Presentation: "Generating Person Images with Appearance-aware Pose Stylizer".
29th International Joint Conference on Artificial Intelligence (IJCAI). Virtual. Jan 2021.
Invited Talk: “Visual Understanding and Prediction Techniques”.
UESTC International Forum for Young Scholars. Virtual, Sept 2021.
Conference Presentation: "Semi-Supervised Active Learning with Temporal Output Discrepancy".
International Conference on Computer Vision (ICCV). Virtual. Oct 2021.