65 citations
- Alibaba Group (China)CN13 papers
- Alibaba Group (United States)US10 papers
- Nanyang Technological UniversitySG9 papers
- Alibaba DAMO Academy (China)CN6 papers
- Hong Kong Polytechnic UniversityHK4 papers
- Renmin University of ChinaCN4 papers
- National University of SingaporeSG3 papers
- Peking UniversityCN3 papers
- Tsinghua UniversityCN3 papers
- Artificial Intelligence in Medicine (Canada)CA2 papers
- A*STAR Graduate AcademySG2 papers
- Chinese Academy of SciencesCN2 papers
Showing 2022Show all
3 papers · 1 filter
cs.CV2022★ 65 cited
SwinVRNN: A Data-Driven Ensemble Forecasting Model via Learned Distribution Perturbation
Yuan Hu, Lei Chen, Zhibin Wang +1
Data-driven approaches for medium-range weather forecasting are recently shown extraordinarily promising for ensemble forecasting for their fast inference speed compared to traditi…
cs.CV2022★ 5 cited
Hierarchical Vectorization for Portrait Images
Qian Fu, Linlin Liu, Fei Hou +1
Aiming at developing intuitive and easy-to-use portrait editing tools, we propose a novel vectorization method that can automatically convert raster images into a 3-tier hierarchic…
stat.ML2022★ 1 cited
Heavy-Tail Phenomenon in Decentralized SGD
Mert Gurbuzbalaban, Yuanhan Hu, Umut Simsekli +2
Recent theoretical studies have shown that heavy-tails can emerge in stochastic optimization due to `multiplicative noise', even under surprisingly simple settings, such as linear…