119 citations · 422 across the 18 of their papers we have counts for
4 papers · 1 filter
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks
Long Chen, Hanwang Zhang, Jun Xiao +2
We propose a novel framework called Semantics-Preserving Adversarial Embedding Network (SP-AEN) for zero-shot visual recognition (ZSL), where test images and their classes are both…
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks
Jun Xiao, Hao Ye, Xiangnan He +3
Factorization Machines (FMs) are a supervised learning approach that enhances the linear regression model by incorporating the second-order feature interactions. Despite effectiven…
Graph-Theoretic Spatiotemporal Context Modeling for Video Saliency Detection
Lina Wei, Fangfang Wang, Xi Li +2
As an important and challenging problem in computer vision, video saliency detection is typically cast as a spatiotemporal context modeling problem over consecutive frames. As a re…
Video Question Answering via Attribute-Augmented Attention Network Learning
Yunan Ye, Zhou Zhao, Yimeng Li +3
Video Question Answering is a challenging problem in visual information retrieval, which provides the answer to the referenced video content according to the question. However, the…