16 citations · 19 across the 6 of their papers we have counts for
5 papers · 1 filter
Full-attention based Neural Architecture Search using Context Auto-regression
Yuan Zhou, Haiyang Wang, Shuwei Huo +1
Self-attention architectures have emerged as a recent advancement for improving the performance of vision tasks. Manual determination of the architecture for self-attention network…
Generating Adjacency Matrix for Video Relocalization
Yuan Zhou, Mingfei Wang, Ruolin Wang +1
In this paper, we continue our work on video relocalization task. Based on using graph convolution to extract intra-video and inter-video frame features, we improve the method by u…
Graph Neural Network for Video Relocalization
Yuan Zhou, Mingfei Wang, Ruolin Wang +1
In this paper, we focus on video relocalization task, which uses a query video clip as input to retrieve a semantic relative video clip in another untrimmed long video. we find tha…
Soft-Root-Sign Activation Function
Yuan Zhou, Dandan Li, Shuwei Huo +1
The choice of activation function in deep networks has a significant effect on the training dynamics and task performance. At present, the most effective and widely-used activation…
Comb Convolution for Efficient Convolutional Architecture
Dandan Li, Yuan Zhou, Shuwei Huo +1
Convolutional neural networks (CNNs) are inherently suffering from massively redundant computation (FLOPs) due to the dense connection pattern between feature maps and convolution…