Publications (4)
MMAPS: End-to-End Multi-Grained Multi-Modal Attribute-Aware Product Summarization
Tao Chen, Ze Lin, Hui Li +4
Given the long textual product information and the product image, Multi-modal Product Summarization (MPS) aims to increase customers' desire to purchase by highlighting product cha…
How to characterize imprecision in multi-view clustering?
Jinyi Xu, Zuowei Zhang, Ze Lin +3
It is still challenging to cluster multi-view data since existing methods can only assign an object to a specific (singleton) cluster when combining different view information. As…
regcorr: An R Package for Regression Models of Pearson Correlation Coefficients
Ze Lin, Bo Li, Jinyao Shen
Pearson's correlation coefficient is commonly used as a single-number summary of association between two responses. In many applications, however, the strength of association is it…
Cognitive Manipulation: Semi-supervised Visual Representation and Classroom-to-real Reinforcement Learning for Assembly in Semi-structured Environments
Chuang Wang, Lie Yang, Ze Lin +3
Assembling a slave object into a fixture-free master object represents a critical challenge in flexible manufacturing. Existing deep reinforcement learning-based methods, while ben…