Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 1754 2124 2147 2174 2177 4100
This examiner grants 62% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18416163 | ARTIFICIAL INTELLIGENCE DEVICE FOR MULTI-PURPOSE RETRIEVAL FOR KNOWLEDGE BASE QUESTION AND ANSWERING AND CONTROL METHOD THEREOF | Non-Final OA | LG ELECTRONICS INC. |
| 18421231 | SYSTEMS AND METHODS FOR PERSONALIZED FEDERATED LEARNING UNDER BITWIDTH FOR CLIENT RESOURCE AND DATA HETEROGENEITY | Non-Final OA | Toyota Motor Engineering & Manufacturing North America, Inc. |
| 18110323 | Devices, Methods, and Graphical User Interfaces for Accessing System Functions of Computer Systems While Displaying Three-Dimensional Environments | Final Rejection | Apple Inc. |
| 18168027 | MULTI-STAGE TRAINING OF MACHINE LEARNING MODELS | Final Rejection | X Development LLC |
| 18561104 | Preventing The Distribution Of Forbidden Network Content With Robustified Detection | Non-Final OA | Google LLC |
| 18465705 | Domain-Based Machine-Learned Classifiers | Non-Final OA | Google LLC |
| 18404069 | INTELLIGENT MODEL TRAINING METHOD AND APPARATUS | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18571616 | APPARATUS, METHOD, DEVICE AND MEDIUM FOR LOSS BALANCING IN MULTI-TASK LEARNING | Non-Final OA | Intel Corporation |
| 17558744 | MECHANISM FOR POISON DETECTION IN A FEDERATED LEARNING SYSTEM | Final Rejection | Intel Corporation |
| 18559389 | LEARNING APPARATUS, INFERENCE APPARATUS, LEARNING METHOD, AND COMPUTER-READABLE MEDIUM | Non-Final OA | NEC Corporation |
| 18769891 | MOVING APPLICATIONS ON MULTI-SCREEN COMPUTING DEVICE | Final Rejection | Microsoft Technology Licensing, LLC |
| 18478894 | ENCODING AND RETRIEVAL OF SYNTHETIC MEMORIES FOR A GENERATIVE MODEL FROM A USER INTERACTION HISTORY INCLUDING MULTIPLE INTERACTION MODALITIES | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18606802 | NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING MACHINE LEARNING EXPLANATION PROGRAM, APPARATUS, AND METHOD | Non-Final OA | FUJITSU LIMITED |
| 18404280 | MODIFYING NEURAL NETWORKS | Non-Final OA | NVIDIA Corporation |
| 18394697 | METHODS AND SYSTEMS FOR GENERATING LABELED TRAINING DATA | Non-Final OA | Shopify Inc. |
| 18414270 | TRAINING MACHINE-LEARNED TRANSFORMER ARCHITECTURES BY CLIPPING QUERIES, KEYS, AND VALUES | Non-Final OA | Databricks, Inc. |
| 18511659 | MATURITY STATE-BASED WORKPLACE ACTIVITY ASSIGNMENT USING DIGITAL TWIN-BASED SIMULATION | Non-Final OA | International Business Machines Corporation |
| 18497284 | GENERATING A TRANSFORMED DATASET BY QUANTUM TRANSFORMATION OF AN ORIGINAL DATASET AND A QUANTUM FEATURE MAP | Non-Final OA | International Business Machines Corporation |
| 18361976 | SYSTEM FOR IDENTIFYING PATTERNS AND ANOMALIES IN THE FLOW OF EVENTS FROM A CYBER-PHYSICAL SYSTEM | Non-Final OA | AO Kaspersky Lab |
| 18361999 | METHOD FOR IDENTIFYING PATTERNS AND ANOMALIES IN THE FLOW OF EVENTS FROM A CYBER-PHYSICAL SYSTEM | Non-Final OA | AO Kaspersky Lab |
| 18195115 | SYSTEM AND METHOD FOR IMPROVING MEASUREMENT PERFORMANCE OF CHARACTERIZATION SYSTEMS | Non-Final OA | KLA Corporation |
| 18192372 | METHOD OF TRAINING AN ARTIFICIAL INTELLIGENCE CIRCUIT, MONITORING METHOD AND SYSTEM FOR MONITORING A RADIO FREQUENCY ENVIRONMENT | Final Rejection | Rohde & Schwarz GmbH & Co. KG |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy