Company Filing History:
Years Active: 2015-2025
Title: Innovator Spotlight: Yoo Jin Choi - Pushing Boundaries in Image Compression and Neural Networks
Introduction:
Yoo Jin Choi, a prolific inventor based in San Diego, CA, has been making waves in the field of image compression and neural networks with a whopping 17 patents to his name. His groundbreaking work at Samsung Electronics Co., Ltd. has solidified his position as a leading figure in the industry.
Latest Patents:
1. **Method and Apparatus for Variable Rate Compression with a Conditional Autoencoder**: Choi's innovative method involves using a conditional autoencoder to achieve variable rate compression. By training the autoencoder network with different Lagrange multipliers, he has devised a system that efficiently computes compressed images based on specific schemes.
2. **Method and Apparatus for Providing Rotational Invariant Neural Networks**: In this patent, Choi introduces a unique approach to ensuring rotational invariance in neural networks. By training kernels to be symmetric, his method guarantees consistent outputs for images in different orientations.
Career Highlights:
Yoo Jin Choi's journey towards patenting 17 groundbreaking inventions has been nothing short of remarkable. His work at Samsung Electronics Co., Ltd. has not only transformed the field of image compression but has also paved the way for advancements in neural network technology. Choi's dedication to pushing the boundaries of innovation has earned him a well-deserved reputation as a visionary in the industry.
Collaborations:
Choi's success wouldn't have been possible without the support and contributions of his talented colleagues. Notable names like Jungwon Lee and Mostafa El-Khamy have worked alongside Choi, bringing their expertise to the table and collectively driving forward the innovative projects at Samsung Electronics Co., Ltd.
Conclusion:
In conclusion, Yoo Jin Choi's exceptional contributions to the realms of image compression and neural networks have undoubtedly left a lasting impact on the industry. With 17 patents under his belt and a relentless drive for innovation, Choi continues to inspire and shape the future of technology.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.