30 citations · 90 across the 9 of their papers we have counts for
5 papers · 1 filter
Normal Learning in Videos with Attention Prototype Network
Chao Hu, Fan Wu, Weijie Wu +2
Frame reconstruction (current or future frame) based on Auto-Encoder (AE) is a popular method for video anomaly detection. With models trained on the normal data, the reconstructio…
Visual Natural Language Query Auto-Completion for Estimating Instance Probabilities
Samuel Sharpe, Jin Yan, Fan Wu +1
We present a new task of query auto-completion for estimating instance probabilities. We complete a user query prefix conditioned upon an image. Given the complete query, we fine t…
DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image
Pengfei Yao, Zheng Fang, Fan Wu +2
Recovering 3D human body shape and pose from 2D images is a challenging task due to high complexity and flexibility of human body, and relatively less 3D labeled data. Previous met…
Global Semantic Consistency for Zero-Shot Learning
Fan Wu, Kai Tian, Jihong Guan +1
In image recognition, there are many cases where training samples cannot cover all target classes. Zero-shot learning (ZSL) utilizes the class semantic information to classify samp…
An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning
Fan Wu, Zhongwen Xu, Yi Yang
We propose an end-to-end approach to the natural language object retrieval task, which localizes an object within an image according to a natural language description, i.e., referr…