1k citations · 2.3k across the 59 of their papers we have counts for
6 papers · 2 filters
Flexible Network Binarization with Layer-wise Priority
Lixue Zhuang, Yi Xu, Bingbing Ni +1
How to effectively approximate real-valued parameters with binary codes plays a central role in neural network binarization. In this work, we reveal an important fact that binarizi…
Performance Guaranteed Network Acceleration via High-Order Residual Quantization
Zefan Li, Bingbing Ni, Wenjun Zhang +2
Input binarization has shown to be an effective way for network acceleration. However, previous binarization scheme could be regarded as simple pixel-wise thresholding operations (…
Skeleton-aided Articulated Motion Generation
Yichao Yan, Jingwei Xu, Bingbing Ni +1
This work make the first attempt to generate articulated human motion sequence from a single image. On the one hand, we utilize paired inputs including human skeleton information a…
Depth Structure Preserving Scene Image Generation
Wendong Zhang, Bingbing Ni, Yichao Yan +2
Key to automatically generate natural scene images is to properly arrange among various spatial elements, especially in the depth direction. To this end, we introduce a novel depth…
Predicting Human Interaction via Relative Attention Model
Yichao Yan, Bingbing Ni, Xiaokang Yang
Predicting human interaction is challenging as the on-going activity has to be inferred based on a partially observed video. Essentially, a good algorithm should effectively model…
Person Re-Identification via Recurrent Feature Aggregation
Yichao Yan, Bingbing Ni, Zhichao Song +3
We address the person re-identification problem by effectively exploiting a globally discriminative feature representation from a sequence of tracked human regions/patches. This is…