Technology areas: Computing & Software • Communications
60 pending office actions • 5 clients • 55 examiners • 46 art units • 0 of 60 (0%) have an AI response strategy ready
KHMRG (NVIDIA) focuses on Computing & Software and has 63 pending office actions from 25781 career applications. The profile reflects a substantial application history together with an active pending workload.
The resolved allowance rate is 94.77%, while the average is 3.85 office actions per allowance. Practitioners can use the rate to evaluate resolved outcomes and the action average to understand the prosecution exchanges connected with allowance.
Based on the USPTO statutory response window for each pending office action. 20 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 20 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 4 (7%) |
| §101 + other | 22 (37%) |
| §103 only | 21 (35%) |
| §102 only | 2 (3%) |
| Multi-statute (no §101) | 11 (18%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| LHYMN, SARAH | 2 | 66.1% | +14.2% |
| WU, BENJAMIN C | 2 | 87.4% | +16.4% |
| KHAN, SHAHID K | 2 | 74.8% | +15.3% |
| NAULT, VICTOR ADELARD | 2 | 50.0% | +65.8% |
| TRAN, DAVID HOANG | 2 | 21.7% | +24.1% |
| DANG, CHRISTINE | 1 | 49.7% | +51.4% |
| GAVRILENKO, VLADIMIR I | 1 | 71.1% | +27.3% |
| CERVETTI, DAVID GARCIA | 1 | 82.7% | +15.3% |
| HICKS, AUSTIN JAMES | 1 | 75.0% | +25.8% |
| JORDAN, DANIEL JEFFERY | 1 | 56.5% | -18.3% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18219017 | APPLICATION PROGRAMMING INTERFACE TO TERMINATE SOFTWARE WORKLOADS | WU, BENJAMIN C | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17679985 | TENSOR MODIFICATION BASED ON PROCESSING RESOURCES | KHAN, SHAHID K | 58d overdue |
| 18239875 | TEXT CLUSTERING PERFORMANCE EVALUATION | MCCORD, PAUL C | 50d overdue |
| 17557693 | FEATURE DEPRECATION ARCHITECTURES FOR DECISION-TREE BASED METHODS | NAULT, VICTOR ADELARD | 49d overdue |
| 17520448 | NOVEL METHOD OF TRAINING A NEURAL NETWORK | JONES, CHARLES JEFFREY | 46d overdue |
| 18108277 | LOGICAL CLUSTER PARTITIONING | WU, BENJAMIN C | 3d overdue |
| 17398673 | PERFORMANCE-AWARE SIZE REDUCTION FOR NEURAL NETWORKS | BOSTWICK, SIDNEY VINCENT | 7d |
| 17519532 | NEURAL NETWORKS TRAINED USING EVENT OCCURRENCES | PHUNG, STEVEN HUYNH | 14d |
| 17534922 | TEXT CLASSIFICATION USING ONE OR MORE NEURAL NETWORKS | NAULT, VICTOR ADELARD | 22d |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17679985 | TENSOR MODIFICATION BASED ON PROCESSING RESOURCES | KHAN, SHAHID K | 58d overdue |
| 17557693 | FEATURE DEPRECATION ARCHITECTURES FOR DECISION-TREE BASED METHODS | NAULT, VICTOR ADELARD | 49d overdue |
| 17748739 | OBJECT ANIMATION USING NEURAL NETWORKS | LHYMN, SARAH | 17d overdue |
| 18108277 | LOGICAL CLUSTER PARTITIONING | WU, BENJAMIN C | 3d overdue |
| 17534922 | TEXT CLASSIFICATION USING ONE OR MORE NEURAL NETWORKS | NAULT, VICTOR ADELARD | 22d |
| 18503797 | 3D OBJECT RECONSTRUCTION | LHYMN, SARAH | 27d |
| 19229597 | USING AN INTERNAL LEDGER WITH BLOCKCHAIN TRANSACTIONS | DANG, CHRISTINE | — |
| 19201594 | Automating Responses to Authentication Requests Using Unsupervised Computer Learning Techniques | GAVRILENKO, VLADIMIR I | — |
| Client (Assignee) | Pending OAs |
|---|---|
| NVIDIA | 40 |
| PayPal | 11 |
| Salesforce | 5 |
| Selector Software, Inc. | 3 |
| PsiQuantum | 1 |
| Art Unit | Apps |
|---|---|
| 2195 | 4 |
| 2146 | 4 |
| 2124 | 4 |
| 2191 | 2 |
| 2657 | 2 |
| 2613 | 2 |
| 2125 | 2 |
| 2147 | 2 |
| 3698 | 1 |
| 2431 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19229597 | USING AN INTERNAL LEDGER WITH BLOCKCHAIN TRANSACTIONS | Paypal, Inc. | DANG, CHRISTINE | 3698 | §101§102§103Other | Final Rejection | — | Pending | Jun 05, 2025 |
| 19201594 | Automating Responses to Authentication Requests Using Unsupervised Computer Learning Techniques | Salesforce, Inc. | GAVRILENKO, VLADIMIR I | 2431 | §103§112Other | Non-Final OA | — | Pending | May 07, 2025 |
| 19186328 | Mechanisms for Utilizing Tokens and Cryptograms in Operations | Paypal, Inc. | CERVETTI, DAVID GARCIA | 2409 | §102§112 | Non-Final OA | — | Pending | Apr 22, 2025 |
| 19046114 | Execution of Machine Learning Models at Client Devices | Paypal, Inc. | HICKS, AUSTIN JAMES | 2142 | §101§112 | Final Rejection | — | Pending | Feb 05, 2025 |
| 19013903 | PHASE SHIFTER EMPLOYING TRANSPARENT ELECTRODES | Psiquantum, Corp. | JORDAN, DANIEL JEFFERY | 2872 | §103§112 | Non-Final OA | — | Pending | Jan 08, 2025 |
| 19009824 | TRANSFORMER-BASED NEURAL NETWORK IMAGE UPSCALING | Nvidia Corporation | CADEAU, WEDNEL | 2632 | §103 | Non-Final OA | — | Pending | Jan 03, 2025 |
| 19005922 | NEURAL NETWORK IDENTIFICATION OF VIDEO FRAMES DURING RECORDING THAT INCLUDE USER IDENTIFIED OBJECTS | Nvidia Corporation | MOTSINGER, SEAN T | 2673 | §101§102§103 | Non-Final OA | — | Pending | Dec 30, 2024 |
| 18929483 | NEURAL NETWORK MODIFICATIONS TO QUERIES | Nvidia Corporation | RAAB, CHRISTOPHER J | 2156 | §101§103 | Non-Final OA | — | Pending | Oct 28, 2024 |
| 18748594 | Live Testing of Event Processing Filters | Paypal, Inc. | LYONS, ANDREW M | 2191 | §102§103 | Non-Final OA | — | Pending | Jun 20, 2024 |
| 18737774 | NEURAL NETWORK-BASED LOCATION IDENTIFICATION TO PLACE OBJECTS IN A GRAPHICALLY RENDERED SCENE | Nvidia Corporation | BROOME, SAID A | 2612 | §103§112 | Non-Final OA | — | Pending | Jun 07, 2024 |
| 18646194 | APPLICATION PROGRAMMING INTERFACE FOR AUTOMATED OPERATIONS MANAGEMENT | Salesforce, Inc. | HOANG, PHUONG N | 2194 | §101§103§112DP | Non-Final OA | — | Pending | Apr 25, 2024 |
| 18643507 | Database Cache Layer | Salesforce, Inc. | BARTLETT, WILLIAM P | 2169 | §103 | Non-Final OA | — | Pending | Apr 23, 2024 |
| 18634500 | RATE LIMITING AT THE EDGE | Paypal, Inc. | ZAND, DAVOUD AMAN | 2445 | §102 | Final Rejection | 42d | Pending | Apr 12, 2024 |
| 18609311 | Data Synthesis Using Generative Models | Paypal, Inc. | CHEN, KUANG FU | 2143 | §103§112 | Non-Final OA | — | Pending | Mar 19, 2024 |
| 18604815 | ROOT CAUSATION FOR NETWORK OPERATIONS | Selector Software, Inc. | NGUYEN, VINH | 2453 | §101§103 | Non-Final OA | — | Pending | Mar 14, 2024 |
| 18593872 | DASHBOARD METADATA AS TRAINING DATA FOR NATURAL LANGUAGE QUERYING | Selector Software, Inc. | GAY, SONIA L | 2657 | §103 | Non-Final OA | — | Pending | Mar 02, 2024 |
| 18681836 | NEURAL NETWORK-BASED ENVIRONMENT REPRESENTATION | Nvidia Corporation | STATZ, BENJAMIN TOM | 2611 | §103 | Non-Final OA | — | Pending | Feb 06, 2024 |
| 18431690 | SPEECH PROCESSING TECHNIQUE | Nvidia Corporation | OPSASNICK, MICHAEL N | 2655 | §101§102§103 | Final Rejection | — | Pending | Feb 02, 2024 |
| 18428012 | Automated Retries for Orchestration of a Datacenter on a Cloud Platform | Salesforce, Inc. | MATRICARDI, JEFFERSON TAYLOR | 2195 | §102§103 | Non-Final OA | — | Pending | Jan 31, 2024 |
| 18427997 | End-to-End Orchestration of a Datacenter on a Cloud Platform | Salesforce, Inc. | KESSLER, GREGORY AARON | 2197 | §103 | Final Rejection | — | Pending | Jan 31, 2024 |
| 18515561 | Efficient Localization Using Graph Neural Networks | Paypal, Inc. | SALOMON, PHENUEL S | 2146 | §101§103 | Non-Final OA | — | Pending | Nov 21, 2023 |
| 18503797 | 3D OBJECT RECONSTRUCTION | Nvidia Corporation | LHYMN, SARAH | 2613 | §103 | Final Rejection | 27d | Pending | Nov 07, 2023 |
| 18385871 | LOSS-SCALING FOR DEEP NEURAL NETWORK TRAINING WITH REDUCED PRECISION | Nvidia Corporation | NILSSON, ERIC | 2151 | §102 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18243348 | NEURAL NETWORK PROMPT TUNING | Nvidia Corporation | CHUANG, SU-TING | 2146 | §101§103 | Final Rejection | — | Pending | Sep 07, 2023 |
| 18239875 | TEXT CLUSTERING PERFORMANCE EVALUATION | Nvidia Corporation | MCCORD, PAUL C | 2692 | §103§112 | Non-Final OA | 50d overdue | Pending | Aug 30, 2023 |
| 18449596 | METRICS, EVENTS, ALERT EXTRACTIONS FROM SYSTEM LOGS | Selector Software, Inc. | MEHRMANESH, ELMIRA | 2113 | §101§102§103 | Final Rejection | — | Pending | Aug 14, 2023 |
| 18224513 | USING PAST PERFORMANCE OF COMPUTING RESOURCES TO PERFORM SOFTWARE PROGRAMS | Nvidia Corporation | CHU, GABRIEL L | 2114 | §101§102§103§112 | Non-Final OA | 72d | Pending | Jul 20, 2023 |
| 18222725 | VISION TRANSFORMER FOR IMAGE GENERATION | Nvidia Corporation | SORRIN, AARON JOSEPH | 2672 | §101§103 | Final Rejection | — | Pending | Jul 17, 2023 |
| 18219013 | APPLICATION PROGRAMMING INTERFACE TO MONITOR SOFTWARE WORKLOADS | Nvidia Corporation | CHEN, QING | 2191 | §103 | Final Rejection | — | Pending | Jul 06, 2023 |
| 18219017 | APPLICATION PROGRAMMING INTERFACE TO TERMINATE SOFTWARE WORKLOADS | Nvidia Corporation | WU, BENJAMIN C | 2195 | §103Other | Final Rejection | — | Pending | Jul 06, 2023 |
| 18207077 | PROCESSOR BINDING TECHNIQUE | Nvidia Corporation | WAI, ERIC CHARLES | 2195 | §103 | Non-Final OA | 30d | Pending | Jun 07, 2023 |
| 18110141 | AUDIO SIGNAL GENERATION USING NEURAL NETWORKS | Nvidia Corporation | BECKER, TYLER JUSTIN | 2657 | §103 | Non-Final OA | 146d overdue | Pending | Feb 15, 2023 |
| 18108277 | LOGICAL CLUSTER PARTITIONING | Nvidia Corporation | WU, BENJAMIN C | 2195 | §101 | Final Rejection | 3d overdue | Pending | Feb 10, 2023 |
| 18106964 | APPLICATION PROGRAMMING INTERFACE TO ENABLE FRAME INTERPOLATION | Nvidia Corporation | DULANEY, BENJAMIN O | 2683 | §103 | Final Rejection | 28d overdue | Pending | Feb 07, 2023 |
| 18098061 | TECHNIQUES FOR PRUNING NEURAL NETWORKS | Nvidia Corporation | VAUGHN, RYAN C | 2125 | §103 | Non-Final OA | 9d | Pending | Jan 17, 2023 |
| 17982234 | OPTICAL CHARACTER DETECTION AND RECOGNITION | Nvidia Corporation | SIVJI, NIZAR N | 2600 | §101§102 | Non-Final OA | — | Pending | Nov 07, 2022 |
| 18047149 | RECOMMENDATIONS BASED ON BRANDING | Paypal, Inc. | MITROS, ANNA MAE | 3689 | §101 | Non-Final OA | — | Pending | Oct 17, 2022 |
| 17953166 | DETECTING ROBUSTNESS OF A NEURAL NETWORK | Nvidia Corporation | PARK, GRACE A | 2100 | §102§103 | Final Rejection | — | Pending | Sep 26, 2022 |
| 17948138 | USING A NEURAL NETWORK TO GENERATE AN UPSAMPLED IMAGE | Nvidia Corporation | YANG, JIANXUN | 2662 | §101§103 | Final Rejection | 33d | Pending | Sep 19, 2022 |
| 17895793 | GENERATING TEXTURED MESHES USING ONE OR MORE NEURAL NETWORKS | Nvidia Corporation | TAYLOR, MEREDITH IREENE DUPAI | 2671 | §103 | Non-Final OA | — | Pending | Aug 25, 2022 |
| 17748739 | OBJECT ANIMATION USING NEURAL NETWORKS | Nvidia Corporation | LHYMN, SARAH | 2613 | §103 | Final Rejection | 17d overdue | Pending | May 19, 2022 |
| 17735666 | ADJUSTING PRECISION OF NEURAL NETWORK WEIGHT PARAMETERS | Nvidia Corporation | KIM, JONATHAN J | 2141 | §103 | Final Rejection | 56d | Pending | May 03, 2022 |
| 17679985 | TENSOR MODIFICATION BASED ON PROCESSING RESOURCES | Nvidia Corporation | KHAN, SHAHID K | 2146 | §101 | Non-Final OA | 58d overdue | Pending | Feb 24, 2022 |
| 17585394 | TECHNIQUES TO PLACE OBJECTS USING NEURAL NETWORKS | Nvidia Corporation | EL SAYAH, MOHAMAD O | 3658 | §103 | Final Rejection | 41d | Pending | Jan 26, 2022 |
| 17557665 | FEATURE DEPRECATION ARCHITECTURES FOR NEURAL NETWORKS | Paypal, Inc. | HAN, BYUNGKWON | 2121 | §103 | Final Rejection | — | Pending | Dec 21, 2021 |
| 17557693 | FEATURE DEPRECATION ARCHITECTURES FOR DECISION-TREE BASED METHODS | Paypal, Inc. | NAULT, VICTOR ADELARD | 2124 | §101§103 | Non-Final OA | 49d overdue | Pending | Dec 21, 2021 |
| 17552050 | MACHINE LEARNING VIA DIFFERENTIABLE SIMULATION | Nvidia Corporation | FACCENDA, GISEL GABRIELA | 2127 | §101§102§103§112 | Non-Final OA | — | Pending | Dec 15, 2021 |
| 17534922 | TEXT CLASSIFICATION USING ONE OR MORE NEURAL NETWORKS | Nvidia Corporation | NAULT, VICTOR ADELARD | 2124 | §103§112 | Final Rejection | 22d | Pending | Nov 24, 2021 |
| 17520448 | NOVEL METHOD OF TRAINING A NEURAL NETWORK | Nvidia Corporation | JONES, CHARLES JEFFREY | 2122 | §101§102§112 | Non-Final OA | 46d overdue | Pending | Nov 05, 2021 |
| 17519532 | NEURAL NETWORKS TRAINED USING EVENT OCCURRENCES | Nvidia Corporation | PHUNG, STEVEN HUYNH | 2125 | §101§103 | Final Rejection | 14d | Pending | Nov 04, 2021 |
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Start Free Trial94.8% of resolved applications prosecuted by Khmrg (Nvidia) were allowed, across 25,781 applications in USPTO records.
3.85 office actions per allowed application on average.
60 pending office actions as of October 2026, for 5 clients, before 55 examiners in 46 art units.
