Risk-aware model ranking
US-2025390637-A1 · Dec 25, 2025 · US
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Melnyk Igor patents
Melnyk Igor is listed as an inventor on 17 patents in our database. Major assignees and classification codes are summarized below.
| Metric | Value |
|---|---|
| Inventor | Melnyk Igor |
| Total patents | 17 |
| First publication | Mar 26, 2020 |
| Latest publication | Dec 25, 2025 |
Notable patents
Publications ranked by popularity score, then publication date.
Embedding-based generative model for protein design
US-12412637-B2 · Sep 9, 2025 · US
Recursive memory usage to infer context for generative large language model inference
US-2025200341-A1 · Jun 19, 2025 · US
Wasserstein barycenter model ensembling
US-12254390-B2 · Mar 18, 2025 · US
Machine learning model distillation for protein design
US-2025078953-A1 · Mar 6, 2025 · US
Amino acid sequence infilling
US-2024386989-A1 · Nov 21, 2024 · US
Reinforced generation: reinforcement learning for text and knowledge graph bi-directional generation using pretrained language models
US-2024070404-A1 · Feb 29, 2024 · US
Multi-stage knowledge graph construction using models
US-2024013066-A1 · Jan 11, 2024 · US
Dual learning bridge between text and knowledge graph
US-11829726-B2 · Nov 28, 2023 · US
Mutual information neural estimation with Eta-trick
US-11630989-B2 · Apr 18, 2023 · US
Recent patents
Latest publications not already listed above.
Embedding-based generative model for protein design
US-2022375538-A1 · Nov 24, 2022 · US
Dual learning bridge between text and knowledge graph
US-2022237389-A1 · Jul 28, 2022 · US
Efficient search of robust accurate neural networks
US-2022012572-A1 · Jan 13, 2022 · US
Mutual Information Neural Estimation with Eta-Trick
US-2021287099-A1 · Sep 16, 2021 · US
Wasserstein barycenter model ensembling
US-2020342361-A1 · Oct 29, 2020 · US
Unsupervised text style transfer system for improved online social media experience
US-2020110797-A1 · Apr 9, 2020 · US
Deep learning model for probabilistic forecast of continuous manufacturing process
US-2020097813-A1 · Mar 26, 2020 · US
Major assignees
Companies most often associated with this inventor's publications.
| Assignee | Patents |
|---|---|
| IBM | 17 |
| Rensselaer Polytech Inst | 1 |
Top CPC classifications
Most common classification codes across this inventor's patents.
| CPC | Patents |
|---|---|
| G06N3/045 | 8 |
| G06N3/09 | 8 |
| G06N3/08 | 8 |
| G06N20/00 | 6 |
| G06N3/0464 | 5 |