Company Filing History:
Years Active: 2020-2025
Title: Innovations of Wai Kai Arvin Tang
Introduction
Wai Kai Arvin Tang is a notable inventor based in Hong Kong, CN. He has made significant contributions to the field of technology, particularly in the areas of machine learning and handwriting recognition. With a total of 4 patents to his name, Tang continues to push the boundaries of innovation.
Latest Patents
One of his latest patents is titled "Apparatus and method for producing labelled cursive handwritten text samples with context style variability suitable for forming training data for training machine learning neural networks for cursive handwriting recognition." This invention provides an apparatus designed to produce labelled cursive handwritten text samples with context style variability. The apparatus includes word embedding units for encoding input text and handwriting context style descriptions, a transformer for transforming context style description embeddings, and a generator for creating synthetic images of characters in the defined handwriting context style.
Another significant patent is "Apparatus and method for recognizing image-based content presented in a structured layout." This method focuses on extracting information from tables by merging characters into n-gram characters, which are then processed through a two-stage GNN mode. This innovative approach allows for the effective grouping of cells into rows, columns, and key-value pairs based on various relationships among the cells.
Career Highlights
Wai Kai Arvin Tang is currently employed at the Hong Kong Applied Science and Technology Research Institute Company, Limited. His work at this esteemed institution has allowed him to collaborate on various cutting-edge projects that enhance the capabilities of machine learning technologies.
Collaborations
Some of his notable coworkers include Pak Kan Wong and Jinning Yang. Their collaborative efforts contribute to the advancement of research and development in their respective fields.
Conclusion
Wai Kai Arvin Tang is a prominent inventor whose work in machine learning and handwriting recognition has led to several innovative patents. His contributions continue to shape the future of technology and inspire further advancements in the field.