1k citations · 1.8k across the 47 of their papers we have counts for
4 papers · 1 filter
Few-Shot Object Recognition from Machine-Labeled Web Images
Zhongwen Xu, Linchao Zhu, Yi Yang
With the tremendous advances of Convolutional Neural Networks (ConvNets) on object recognition, we can now obtain reliable enough machine-labeled annotations easily by predictions…
Bidirectional Multirate Reconstruction for Temporal Modeling in Videos
Linchao Zhu, Zhongwen Xu, Yi Yang
Despite the recent success of neural networks in image feature learning, a major problem in the video domain is the lack of sufficient labeled data for learning to model temporal i…
Person Re-identification: Past, Present and Future
Liang Zheng, Yi Yang, Alexander G. Hauptmann
Person re-identification (re-ID) has become increasingly popular in the community due to its application and research significance. It aims at spotting a person of interest in othe…
S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking
Yi Yang, Ming-Wei Chang
Non-linear models recently receive a lot of attention as people are starting to discover the power of statistical and embedding features. However, tree-based models are seldom stud…