Timo Oskari Aila

This inventor holds 83 USPTO granted patents and 19 published patent applications, primarily in Generative Neural Networks (CPC class G06T15-06). Top assignees: Nvidia Corporation, Nividia Corporation. Active years: 2011-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Timo Oskari Aila. Retrieved from https://idiyas.com/inventor/timo-oskari-aila

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

USPTO Granted Patents = 83 (Patent Applications = 19)

% Patents Active = 97.6

Average Co-Inventor Count = 3.7

ph-index = 13

Forward Citations = 560(Granted Patents)

Forward Citations (Not Self Cited) = 447(Dec 10, 2025)

Inventors with similar research interests:

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Location History:

Uusimaa, FI (2020 - 2023)
Tuusula, FI (2011 - 2024)
Helsinki, FI (2013 - 2024)

Company Filing History:

Years Active: 2011-2026

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Areas of Expertise:

Neural Networks

Video Compression

Generative Adversarial Networks

Machine Learning

Content Synthesis

Data Augmentation

Denoising Diffusion Models

Image Restoration

Cache Request Grouping

3D Model Recovery

Sparse Data Training

Behavioral Modification

83 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12693980 - Method for efficient grouping of cache requests for datapath scheduling (2026-07-28),

2. 12675701 - Method for few-shot unsupervised image-to-image translation (2026-07-07),

3. 12614068 - Systems and methods for training neural networks with sparse data (2026-04-28),

4. 12506886 - Video compression using neural networks (2025-12-23),

5. 12423781 - Techniques for content synthesis using denoising diffusion models (2025-09-23),

6. 12321825 - Training neural networks with limited data using invertible augmentation operators (2025-06-03),

7. 12254410 - Machine learning technique for automatic modeling of multiple-valued outputs (2025-03-18),

8. 12198255 - Query-specific behavioral modification of tree traversal (2025-01-14),

9. 12142016 - Fused processing of a continuous mathematical operator (2024-11-12),

10. 12141941 - Generative neural networks with reduced aliasing (2024-11-12),

11. 12124378 - Method for efficient grouping of cache requests for datapath scheduling (2024-10-22),

12. 12067669 - Watertight ray triangle intersection (2024-08-20),

13. 11861890 - Style-based architecture for generative neural networks (2024-01-02),

14. 11804000 - Query-specific behavioral modification of tree traversal (2023-10-31),

15. 11775829 - Generative adversarial neural network assisted video reconstruction (2023-10-03),

Title: The Innovative Journey of Inventor Timo Oskari Aila

Introduction: Timo Oskari Aila, a talented inventor hailing from Tuusula, Finland, has made significant contributions to the field of technology through his groundbreaking innovations.

Latest Patents: Timo Oskari Aila holds several patents in various technological domains, showcasing his versatility and creativity in inventing new solutions to complex problems.

Career Highlights: Throughout his illustrious career, Timo Oskari Aila has been recognized for his pioneering work in developing cutting-edge technologies that have had a profound impact on industries worldwide.

Collaborations: Timo Oskari Aila has collaborated with leading research institutions, universities, and innovative companies to further his inventions and bring them to market, solidifying his reputation as a visionary inventor.

Conclusion: Timo Oskari Aila's passion for innovation and his relentless pursuit of excellence have established him as a prominent figure in the world 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]

19 patents pending: