Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2129 2148 2182
This examiner grants 51% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18063323 | DEEP LEARNING SYSTEM FOR PERFORMING PRIVATE INFERENCE AND OPERATING METHOD THEREOF | Final Rejection | Samsung Electronics Co., Ltd. |
| 18023342 | METHOD FOR A STATE ENGINEERING FOR A REINFORCEMENT LEARNING SYSTEM, COMPUTER PROGRAM PRODUCT, AND REINFORCEMENT LEARNING SYSTEM | Non-Final OA | SIEMENS AKTIENGESELLSCHAFT |
| 18319096 | HYPERGRAPH-BASED COLLABORATIVE FILTERING RECOMMENDATIONS | Non-Final OA | SONY GROUP CORPORATION |
| 17916362 | INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING PROGRAM | Final Rejection | SONY GROUP CORPORATION |
| 17759212 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | Final Rejection | SONY GROUP CORPORATION |
| 17790574 | POLICY LEARNING METHOD, POLICY LEARNING APPARATUS, AND PROGRAM | Final Rejection | NEC Corporation |
| 18320531 | MACHINE LEARNING FOR SOLVING QUANTUM ANNEALING HARDWARE MINOR EMBEDDING PROBLEMS | Non-Final OA | Dell Products L.P. |
| 17857222 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DETECTING MODEL DRIFT | Non-Final OA | Dell Products L.P. |
| 17422282 | System for Machine Learning-Based Acceleration of a Topology Optimization Process | Non-Final OA | Georgia Tech Research Corporation |
| 17099634 | MULTI OBJECT TRACKING USING MEMORY ATTENTION | Final Rejection | Waymo LLC |
| 17324192 | REAL-TIME IN-VEHICLE MODELING AND SIMULATION UPDATES | Final Rejection | Volvo Car Corporation |
| 18446170 | METHODS AND PROCESSORS FOR TRAINING A NEURAL NETWORK | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18186715 | MULTIVARIATE TIME-SERIES SEGMENTATION USING SPARSE GRAPH RECOVERY ALGORITHMS | Non-Final OA | Microsoft Technology Licensing, LLC |
| 17899534 | OPTIMAL CONSTRAINED MULTIWAY SPLIT CLASSIFICATION TREE | Final Rejection | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17112431 | ANNOTATION DATA COLLECTION TO REDUCE MACHINE MODEL UNCERTAINTY | Final Rejection | International Business Machines Corporation |
| 18199474 | METHOD FOR GENERATING QUANTUM STATE PREPARATION CIRCUIT, QUANTUM STATE PREPARATION METHOD, AND QUANTUM DEVICE | Non-Final OA | TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED |
| 17579566 | EMBEDDING OPTIMIZATION FOR A MACHINE LEARNING MODEL | Non-Final OA | Lemon Inc. |
| 17420357 | TRAINING TRAINABLE MODULES USING LEARNING DATA, THE LABELS OF WHICH ARE SUBJECT TO NOISE | Non-Final OA | Robert Bosch GmbH |
| 17249584 | KNOWLEDGE-BASED MANAGEMENT OF RECOGNITION MODELS IN ARTIFICIAL INTELLIGENCE SYSTEMS | Final Rejection | Huawei Cloud Computing Technologies Co., Ltd. |
| 17975664 | FEDERATED LEARNING SYSTEM FOR PERFORMING INDIVIDUAL DATA CUSTOMIZED FEDERATED LEARNING, METHOD FOR FEDERATED LEARNING, AND CLIENT ARATUS FOR PERFORMING SAME | Final Rejection | Korea Advanced Institute of Science and Technology |
| 17376664 | INTERACTIVE AND ITERATIVE TRAINING OF A CLASSIFICATION ALGORITHM FOR CLASSIFYING ANOMALIES IN IMAGING DATASETS | Non-Final OA | Carl Zeiss SMT GmbH |
| 18259751 | METHODS AND DEVICES FOR FREEZING OR ADAPTING PARAMETERS OF A NEURAL NETWORK WHICH ARE USED IN A TELECOMMUNICATION NETWORK | Non-Final OA | Orange |
| 18985972 | APPARATUS AND METHODS FOR A NO-CODE GRAPHICAL USER INTERFACE TO DEFINE A SYSTEM TO COLLECT UNSTRUCTURED DATA USING GENERATIVE ARTIFICIAL INTELLIGENCE (AI) | Final Rejection | NLX Inc. |
| 18140317 | AUTOMATICALLY PREDICTING SHIPPER BEHAVIOR USING MACHINE LEARNING MODELS | Non-Final OA | United Parcel Service of America, Inc. |
| 18254474 | FEDERATED LEARNING PARTICIPANT SELECTION METHOD AND APPARATUS, AND DEVICE AND STORAGE MEDIUM | Non-Final OA | ZTE CORPORATION |
| 17137773 | SEMICONDUCTOR DESIGN OPTIMIZATION USING AT LEAST ONE NEURAL NETWORK | Final Rejection | SEMICONDUCTOR COMPONENTS INDUSTRIES, LLC |
| 18140210 | Feature Recommendations for Machine Learning Models Using Trained Feature Prediction Model | Non-Final OA | Maplebear Inc. (dba Instacart) |
| 17231802 | NETWORK DEVICE TYPE CLASSIFICATION | Final Rejection | Avast Software s.r.o. |
| 18073386 | USER RESPONSE COLLECTION INTERFACE GENERATION AND MANAGEMENT USING MACHINE LEARNING TECHNOLOGIES | Final Rejection | Spherex, Inc. |
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