Scholar
Huangjie Zheng
Google Scholar ID: Vl5wCXsAAAAJ
Apple, Machine Learning Research
Citations & Impact
Citations
2,336
H-index
21
i10-index
29
Publications
20
Co-authors
45
list available
Publications
Resume (English only)
Research Experience
- Machine Learning Research Scientist at Apple Machine Learning Research
- Research Intern at AML team, Bytedance Inc, working with Jianbo Yuan, Quanzeng You, Guanghan Ning, and Hongxia Yang
- Research Intern at Microsoft Research, working with Pengcheng He, Weizhu Chen, and Chunyuan Li
- Research Assistant at Cooperative Medianet Innovation Center (CMIC), working with Jiangchao Yao, Xu Chen, and Ivor Tsang
- Research Intern at JHU, working with Lingxi Xie and Alan Yuille on exploring the effects of generative models on computer vision problems
- Studied in France at Institut Polytechnique de Paris and Telecom ParisTech, working with Prof. Talel Abdessalem in Deep Bayesian Learning with application to deep matrix factorization
Background
- Main research interests lie in mutually enriching the Bayesian probabilistic methods and deep learning. Recent researches focus on exploring deep generative models and representation learning methods, making them efficient and robust in image generation, self-supervised learning, etc.
Miscellany
- Participated in a Sino-French education program; studied in France at Institut Polytechnique de Paris and Telecom ParisTech.
