This inventor holds 5 USPTO granted patents and 3 published patent applications. Top assignees: Microsoft Technology Licensing, LLC, Other. Active years: 2022-2025.
Location History:
- Herzliya, IL (2022)
- Jerusalem, IL (2022 - 2023)
Company Filing History:
4 out of 55,978 
1 out of 834,307 Years Active: 2022-2025
Title: Innovations of Noam Razin
Introduction
Noam Razin is a prominent inventor based in Herzliya, Israel. He has made significant contributions to the field of technology, particularly in machine learning and natural language processing. With a total of five patents to his name, Razin's work showcases his innovative approach to solving complex problems.
Latest Patents
One of Razin's latest patents is focused on "Sentence similarity scoring using neural network distillation." This invention describes a system and method for attentive sentence similarity scoring. A distilled sentence embedding language model is trained by decoupling a transformer language model using knowledge distillation. The trained model calculates sentence embeddings for a plurality of candidate sentences for similarity comparisons. An embedding component generates representations for each candidate sentence, which are stored for analyzing input sentences associated with queries or searches. A representation is created for the selected sentence, and this representation is used to create a similarity score for each candidate sentence-selected sentence pair. A retrieval component identifies a set of similar sentences based on the similarity scores.
Another notable patent is related to "Machine learning multiple features of depicted item." This invention involves accessing multiple images that depict an item and using a neural network to generate embedding vectors for each feature of the item. The process includes converting embedding vectors into probability vectors that represent the probabilities of respective values for each feature. The error between the probability vector and the actual value vector is determined and used to adjust the neural network parameters, allowing for iterative training of the model.
Career Highlights
Razin has worked with notable companies, including Microsoft Technology Licensing, LLC. His experience in these organizations has contributed to his expertise in the field of technology and innovation.
Collaborations
Some of his coworkers include Oren Barkan and Noam Koenigstein, who have collaborated with him on various projects.
Conclusion
Noam Razin's contributions to technology through his patents and innovative ideas highlight his role as a significant inventor in the field. His work continues to influence advancements in machine learning and natural language processing.