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For the Inventor, By the Inventor

London, United Kingdom

Oriol Vinyals

USPTO Granted Patents = 75 

 

 

Average Co-Inventor Count = 3.9

ph-index = 10

Forward Citations = 399(Granted Patents)


Inventors with similar research interests:


Location History:

  • Palo Alto, CA (US) (2017 - 2019)
  • Berkeley, CA (US) (2016 - 2020)
  • London, GB (2018 - 2024)

Company Filing History:

goldMedal38 out of 308 
 
Deepmind Technologies Limited
 patents
silverMedal37 out of 32,429 
 
Google Inc.
 patents

Years Active: 2016-2025

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75 patents (USPTO):
1. 12373695 - Auto-regressive neural network systems with a soft attention mechanism using support data patches (2025-07-29),
2. 12242947 - Machine learning systems with memory based parameter adaptation for learning fast and slower (2025-03-04),
3. 12131248 - Graph neural network systems for generating structured representations of objects (2024-10-29),
4. 12073304 - Classifying input examples using a comparison set (2024-08-27),
5. 12067491 - Multi-agent reinforcement learning with matchmaking policies (2024-08-20),
6. 12014259 - Generating natural language descriptions of images (2024-06-18),
7. 11995528 - Learning observation representations by predicting the future in latent space (2024-05-28),
8. 11983269 - Deep neural network system for similarity-based graph representations (2024-05-14),
9. 11966839 - Auto-regressive neural network systems with a soft attention mechanism using support data patches (2024-04-23),
10. 11954594 - Training recurrent neural networks to generate sequences (2024-04-09),
11. 11948075 - Generating discrete latent representations of input data items (2024-04-02),
12. 11948066 - Processing sequences using convolutional neural networks (2024-04-02),
13. 11934935 - Feedforward generative neural networks (2024-03-19),
14. 11907853 - Using hierarchical representations for neural network architecture searching (2024-02-20),
15. 11900232 - Training distilled machine learning models (2024-02-13),

Title: Innovator Spotlight: Oriol Vinyals in the Realm of Machine Learning

Introduction: Oriol Vinyals is an esteemed inventor located in London, GB, with an impressive portfolio of 74 patents. His innovative contributions, particularly in the field of machine learning, have significantly advanced the capabilities of artificial intelligence.

Latest Patents: Among his recent groundbreaking patents is the method for machine learning systems that utilize memory-based parameter adaptation for fast and slower learning. This patent outlines a computer-implemented method of processing input data through a parametric model that includes both a first sub-model and a second sub-model. By generating a query data item from the input data with the first sub-model and retrieving relevant data point-value pairs from memory, the method optimizes the weights of the second sub-model, leading to efficient output data generation.

Another noteworthy patent by Vinyals is a neural network system designed for generating structured representations of objects through graph neural networks. This system enables the creation of a graph composed of nodes and edges, utilizing neural networks to represent probability distributions over sequences of decision-making in generating these nodes and edges. The ability to sample these distributions allows for intricate graph generation, opening new avenues in data representation and analysis.

Career Highlights: Oriol Vinyals has held significant positions at prominent companies, including Google Inc. and DeepMind Technologies Limited. His work at these organizations has placed him at the forefront of AI research and development, allowing him to contribute cutting-edge innovations to the field.

Collaborations: Throughout his career, Vinyals has collaborated with several notable experts, including Aaron Gerard Antonius Van Den Oord and Navdeep Jaitly. These partnerships have been instrumental in driving forward innovative projects and expanding the frontiers of machine learning.

Conclusion: With a remarkable number of patents and innovative contributions to machine learning, Oriol Vinyals stands as a significant figure in the technology landscape. His work not only influences current advancements but also sets the stage for future developments in artificial intelligence and its applications across various industries.

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