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Years Active: 2021-2025
Title: Jinwoo Shin: Innovator in Retrosynthesis and Image Analysis
Introduction
Jinwoo Shin is a prominent inventor based in Daejeon, South Korea. He has made significant contributions to the fields of retrosynthesis prediction and image analysis. With a total of 4 patents to his name, his work has garnered attention in both academic and industrial circles.
Latest Patents
One of his latest patents is a "Method and apparatus for training retrosynthesis prediction model." This innovative method involves determining first attention information from the first character string information of a product, based on first graph information of the product. It also includes encoding the first character string information and determining second attention information from both the first and second graph information of a reactant. The method further decodes second character string information of the reactant and trains the retrosynthesis prediction model based on this information.
Another notable patent is the "Method and apparatus with image analysis." This processor-implemented method begins by receiving a test image and generating a plurality of augmented images by augmenting the test image. It then determines classification prediction values for the augmented images using a classifier and calculates a detection score based on these values. Finally, it assesses whether the test image corresponds to anomaly data based on the detection score and a predefined threshold.
Career Highlights
Jinwoo Shin has worked at prestigious institutions, including the Korea Advanced Institute of Science and Technology and Samsung Electronics. His experience in these organizations has allowed him to develop and refine his innovative ideas.
Collaborations
Throughout his career, Jinwoo has collaborated with notable individuals such as Naoki Abe and Kimberly C. Lang. These collaborations have contributed to the advancement of his research and inventions.
Conclusion
Jinwoo Shin is a distinguished inventor whose work in retrosynthesis and image analysis has made a significant impact in his field. His innovative patents and collaborations highlight his commitment to advancing technology and science.
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