101 citations · 139 across the 6 of their papers we have counts for
4 papers · 1 filter
Distribution Adaptive INT8 Quantization for Training CNNs
Kang Zhao, Sida Huang, Pan Pan +4
Researches have demonstrated that low bit-width (e.g., INT8) quantization can be employed to accelerate the inference process. It makes the gradient quantization very promising sin…
Visual Search at Alibaba
Yanhao Zhang, Pan Pan, Yun Zheng +4
This paper introduces the large scale visual search algorithm and system infrastructure at Alibaba. The following challenges are discussed under the E-commercial circumstance at Al…
Virtual ID Discovery from E-commerce Media at Alibaba: Exploiting Richness of User Click Behavior for Visual Search Relevance
Yanhao Zhang, Pan Pan, Yun Zheng +4
Visual search plays an essential role for E-commerce. To meet the search demands of users and promote shopping experience at Alibaba, visual search relevance of real-shot images is…
Boundary Regularized Building Footprint Extraction From Satellite Images Using Deep Neural Network
Kang Zhao, Muhammad Kamran, Gunho Sohn
In recent years, an ever-increasing number of remote satellites are orbiting the Earth which streams vast amount of visual data to support a wide range of civil, public and militar…