Tao Kong

Title: Innovations by Inventor Tao Kong

Introduction

Tao Kong is a prominent inventor based in Beijing, China, known for his significant contributions to the fields of information processing and task execution. With a total of six patents to his name, Kong's work focuses on advanced methodologies that enhance the efficiency of various technological processes.

Latest Patents

Among his remarkable patents, the latest contributions include an information processing method and a task execution method, along with an associated apparatus, device, and medium. The information processing method leverages a target visual encoding model to analyze image information, leading to the generation of a corresponding target sequence. This innovation integrates a feature fusion model to combine visual data with text information, yielding insightful target fusion results. Through the use of a target task analysis model, the information is processed to extract actionable insights, which control an action execution apparatus for dynamic tasks.

Additionally, Kong has developed a novel apparatus for joint training of neural networks using multi-scale hard example mining. This apparatus features a convolutional neural network that processes sample candidates, generating basic feature maps and producing concatenated feature maps through an innovative feature extractor. By scoring candidate samples using multi-task loss scores, the apparatus efficiently selects promising candidates to enhance machine learning processes.

Career Highlights

Tao Kong has made significant strides in his career, working for renowned companies such as Intel Corporation and Beijing Youzhuju Network Technology Co., Ltd. His experience in these organizations has provided him with a robust platform to develop his patented technologies and further innovate within his field.

Collaborations

Throughout his professional journey, Kong has collaborated with notable individuals such as Anbang Yao and Yurong Chen. Their combined expertise has significantly contributed to the advancements of the projects on which they have worked together, fostering an environment of innovation and creativity.

Conclusion

As an accomplished inventor, Tao Kong's contributions to the technological landscape are noteworthy. His patents reflect a deep understanding of information processing, task execution methodologies, and neural network training. This inventive spirit continues to drive progress and innovation in the fields he actively engages with.