Company Filing History:
Years Active: 2024-2025
Title: The Innovative Mind of Tianwei Yin
Introduction
Tianwei Yin is an emerging inventor based in Cambridge, MA (US). He is known for his contributions to the field of image generation. Although he currently holds no granted patents, his innovative ideas are reflected in his patent applications.
Latest Patent Applications
One of Tianwei Yin's notable patent applications is titled "ONE-STEP DIFFUSION WITH DISTRIBUTION MATCHING DISTILLATION." This application describes a method, apparatus, non-transitory computer readable medium, and system for image generation. The process involves obtaining a text prompt and a noise input, followed by generating a synthetic image based on these inputs through a single pass with an image generation model. The model is trained using a multi-term loss that includes both a positive term from a pre-trained model and a negative term from a jointly-trained model.
Conclusion
Tianwei Yin is an inventor whose work in image generation showcases his innovative approach to technology. His patent application reflects a significant step in the evolution of synthetic image creation.