Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2124 2129
This examiner grants 31% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17542178 | INTERACTIVE DIGITAL DASHBOARDS FOR TRAINED MACHINE LEARNING OR ARTIFICIAL INTELLIGENCE PROCESSES | Non-Final OA | The Toronto-Dominion Bank |
| 17394780 | MORE FLEXIBLE ITERATIVE OPERATION OF ARTIFICIAL NEURAL NETWORKS | Final Rejection | Robert Bosch GmbH |
| 17827448 | SELF-SUPERVISED CONTRASTIVE LEARNING USING RANDOM FEATURE CORRUPTION | Final Rejection | Google LLC |
| 17966985 | REINFORCEMENT LEARNING METHOD AND APPARATUS | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18363087 | MODELING OPERATIONAL BOUNDS OF LARGE LANGUAGE MODELS FOR THE MEDICAL DOMAIN | Non-Final OA | Siemens Healthineers AG |
| 18506017 | SYSTEMS AND METHODS FOR GENERIC FEATURE SUPPRESSION AND MINIMAL UTILITY PRESENTATION FROM MULTI-ATTRIBUTE DATA | Non-Final OA | JPMORGAN CHASE BANK, N.A. |
| 18478833 | DEEP LEARNING MODEL BASED DATA GENERATION | Final Rejection | BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD. |
| 18077471 | TRAINING METHOD AND APPARATUS FOR NEURAL NETWORK MODEL, DEVICE AND STORAGE MEDIUM | Non-Final OA | Beijing Baidu Netcom Science Technology Co., Ltd. |
| 17574208 | VIBRATION DATA ANALYSIS WITH FUNCTIONAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE | Non-Final OA | Hitachi, Ltd. |
| 17500721 | Classification Evaluation and Improvement in Machine Learning Models | Final Rejection | ServiceNow, Inc. |
| 17943958 | SYSTEM AND METHOD FOR ENFORCING MONOTONICITY IN A NEURAL NETWORK ARCHITECTURE | Final Rejection | ROYAL BANK OF CANADA |
| 17707847 | MACHINE LEARNING PIPELINE AUGMENTED WITH EXPLANATION | Non-Final OA | FUJITSU LIMITED |
| 17453259 | DATABASE INTEGRATION OPERATIONS USING ATTENTION-BASED ENCODER-DECODER MACHINE LEARNING MODELS | Non-Final OA | Optum, Inc. |
| 17362114 | AUTOMATED HYPERPARAMETER TUNING IN MACHINE LEARNING ALGORITHMS | Non-Final OA | Dell Products L.P. |
| 17664660 | COMPUTING METHOD AND COMPUTING SYSTEM FOR TRANSFORMER MODEL | Non-Final OA | HTC Corporation |
| 17478901 | Method and Apparatus for Offloading Tasks to Accelerator for Enhancing System Performance Using Configurable Devices | Final Rejection | GOWIN Semiconductor Corporation |
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