Jaakko Tapani Lehtinen

This inventor holds 31 USPTO granted patents and 12 published patent applications, primarily in Generative Neural Networks. Top assignees: Nvidia Corporation, Nvidia Corporaton. Active years: 2015-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Jaakko Tapani Lehtinen. Retrieved from https://idiyas.com/inventor/jaakko-tapani-lehtinen

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Calculating rank

USPTO Granted Patents = 31 (Patent Applications = 12)

% Patents Active = 100.0

Average Co-Inventor Count = 5.0

ph-index = 6

Forward Citations = 88(Granted Patents)

Company Filing History:

Years Active: 2015-2026

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Areas of Expertise:

Few-Shot Learning

Image Translation

Neural Networks

Video Compression

Generative Adversarial Networks

Tomography Reconstruction

Image Restoration

Data Augmentation

Geometric Data Compression

Graphics Rendering

Sample Test Efficiency

Inverse Graphics

31 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12675701 - Method for few-shot unsupervised image-to-image translation (2026-07-07),

2. 12614068 - Systems and methods for training neural networks with sparse data (2026-04-28),

3. 12506886 - Video compression using neural networks (2025-12-23),

4. 12333638 - Generating images of object motion using one or more neural networks (2025-06-17),

5. 12321825 - Training neural networks with limited data using invertible augmentation operators (2025-06-03),

6. 12142016 - Fused processing of a continuous mathematical operator (2024-11-12),

7. 12141941 - Generative neural networks with reduced aliasing (2024-11-12),

8. 11790598 - Three-dimensional tomography reconstruction pipeline (2023-10-17),

9. 11775829 - Generative adversarial neural network assisted video reconstruction (2023-10-03),

10. 11763168 - Progressive modification of generative adversarial neural networks (2023-09-19),

11. 11734890 - Three-dimensional model recovery from two-dimensional images (2023-08-22),

12. 11625613 - Generative adversarial neural network assisted compression and broadcast (2023-04-11),

13. 11620521 - Smoothing regularization for a generative neural network (2023-04-04),

14. 11610435 - Generative adversarial neural network assisted video compression and broadcast (2023-03-21),

15. 11610122 - Generative adversarial neural network assisted reconstruction (2023-03-21),

Title: Unveiling the Innovations of Jaakko Tapani Lehtinen

Introduction:

Jaakko Tapani Lehtinen, a brilliant inventor hailing from Helsinki, FI, has made significant contributions to the field of technology with his innovative creations. With an impressive portfolio of 24 patents, his expertise and ingenuity have left a lasting impact on the world of three-dimensional tomography reconstruction and generative adversarial neural network assisted video reconstruction.

Latest Patents:

1. Three-dimensional tomography reconstruction pipeline: Jaakko's groundbreaking patent involves the construction of a detailed 3D density volume of an object from tomography images, enabling the visualization of intricate structures within the object. His unique reconstruction pipeline utilizes neural network models to produce accurate and comprehensive 3D density volumes, revolutionizing the field of tomography imaging.

2. Generative adversarial neural network assisted video reconstruction: In this cutting-edge patent, Jaakko introduces a novel approach to video reconstruction using generative adversarial neural networks. By transforming captured images into compressed appearance vectors, his invention allows for efficient transmission of data between devices, reducing bandwidth requirements significantly while maintaining the quality of reconstructed images.

Career Highlights:

Jaakko Tapani Lehtinen is a valued member of Nvidia Corporation, a renowned technology company known for its advancements in graphics processing units (GPUs) and artificial intelligence solutions. His tenure at Nvidia Corporation showcases his dedication to pushing the boundaries of technology and pioneering innovative solutions that drive progress in the industry.

Collaborations:

Jaakko has collaborated closely with esteemed colleagues such as Timo Oskari Aila and Samuli Matias Laine, leveraging their collective expertise to bring his inventive ideas to fruition. Together, they have contributed to groundbreaking projects that have reshaped the landscape of technology and set new standards for innovation.

Conclusion:

In conclusion, Jaakko Tapani Lehtinen stands out as a visionary inventor whose creative genius has led to remarkable advancements in the realms of tomography reconstruction and video processing. His dedication to innovation, coupled with his collaborative spirit, cements his legacy as a trailblazer in the field of technology, inspiring future generations of inventors to push the boundaries of what is possible.

Profile summary based on public USPTO records.

Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]

12 patents pending: