Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2116 2118 2124 2142 2147 2187 2615 2698 4100
This examiner grants 75% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18336687 | DIMENSIONAL ATTENTION FOR WEIGHT ALLOCATION IN LANGUAGE MODELS OR OTHER MACHINE LEARNING MODELS | Final Rejection | Samsung Electronics Co., Ltd. |
| 19303931 | Neural Network Representation Formats | Final Rejection | Fraunhofer-Gesellschaft zur Foerderung der angewandten Forschung e.V. |
| 19304022 | Neural Network Representation Formats | Final Rejection | Fraunhofer-Gesellschaft zur Foerderung der angewandten Forschung e.V. |
| 19303981 | Neural Network Representation Formats | Final Rejection | Fraunhofer-Gesellschaft zur Foerderung der angewandten Forschung e.V. |
| 17711569 | Neural Network Representation Formats | Non-Final OA | Fraunhofer-Gesellschaft zur Foerderung der angewandten Forschung e.V. |
| 18113753 | MODULE FOR IDENTIFICATION AND CLASSIFICATION TO SORT CELLS BASED ON THE NUCLEAR TRANSLOCATION OF FLUORESCENCE SIGNALS | Non-Final OA | Sony Corporation of America |
| 18428515 | SYSTEMS AND METHODS FOR FOUNDATION MODELS BASED REWARD DESIGN FOR AUTONOMOUS DRIVING | Non-Final OA | Robert Bosch GmbH |
| 18252031 | DEVICE FOR A ROBUST CLASSIFICATION AND REGRESSION OF TIME SERIES | Non-Final OA | Robert Bosch GmbH |
| 18349195 | MACHINE LEARNING DEVICE, MACHINE LEARNING METHOD, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM HAVING EMBODIED THEREON A MACHINE LEARNING PROGRAM | Final Rejection | JVCKENWOOD Corporation |
| 18431804 | CODE-LEVEL NEURAL ARCHITECTURE SEARCH USING LANGUAGE MODELS | Non-Final OA | Google LLC |
| 18362435 | Neural Network Training Method and Related Device | Final Rejection | Huawei Technologies Co., Ltd. |
| 18316369 | NEURAL NETWORK STRUCTURE DETERMINING METHOD AND APPARATUS | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18488779 | EFFICIENT DIFFUSION MACHINE LEARNING MODELS | Non-Final OA | QUALCOMM Incorporated |
| 18086586 | TEST-TIME ADAPTATION WITH UNLABELED ONLINE DATA | Non-Final OA | QUALCOMM Incorporated |
| 17907807 | GROWTH POTENTIAL ESTIMATION SYSTEM, GROWTH POTENTIAL ESTIMATION DEVICE, GROWTH POTENTIAL ESTIMATION METHOD, AND RECORDING MEDIUM IN WHICH GROWTH POTENTIAL ESTIMATION PROGRAM IS STORED | Final Rejection | NEC Corporation |
| 19046114 | Execution of Machine Learning Models at Client Devices | Final Rejection | PayPal, Inc. |
| 17966012 | Method for an Intelligent Alarm Management in Industrial Processes | Non-Final OA | ABB Schweiz AG |
| 17957592 | Method of Transfer Learning for a Specific Production Process of an Industrial Plant | Non-Final OA | ABB Schweiz AG |
| 17904633 | ENERGY-AWARE PROCESSING SYSTEM | Final Rejection | Nokia Technologies Oy |
| 18406374 | PROVIDING BALANCED TRAINING DATA | Non-Final OA | Nokia Solutions and Networks Oy |
| 17866104 | METHOD AND APPARATUS FOR ACQUIRING PRE-TRAINED MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM | Non-Final OA | BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD. |
| 18399674 | STATISTICAL SAMPLING USING REJECTION-FREE PARALLEL TRIAL MARKOV CHAIN MONTE CARLO PROCESSES | Non-Final OA | Fujitsu Limited |
| 17886353 | ON WAFER DIMENSIONALITY REDUCTION | Final Rejection | Applied Materials, Inc. |
| 18606938 | TECHNIQUES FOR TRAINING MACHINE LEARNING MODELS USING ROBOT SIMULATION DATA | Non-Final OA | NVIDIA CORPORATION |
| 18003289 | REFINING MACHINE LEARNING MODELS TO MITIGATE ADVERSARIAL ATTACKS IN AUTONOMOUS SYSTEMS AND APPLICATIONS | Final Rejection | NVIDIA CORPORATION |
| 18056559 | PRUNING COMPLEX DEEP LEARNING MODELS BASED ON PARENT PRUNING INFORMATION | Non-Final OA | NVIDIA Corporation |
| 17345429 | Situationally Aware Social Agent | Final Rejection | Disney Enterprises, Inc. |
| 18669039 | COMPLEX VALUED SPARSE DISTRIBUTED MEMORIES | Non-Final OA | Hewlett Packard Enterprise Development LP |
| 17980895 | USING MACHINE LEARNING FOR CLASSIFYING PERSONALLY IDENTIFIABLE INFORMATION | Final Rejection | Dell Products L.P. |
| 17811199 | SIZING FOR QUANTUM SIMULATION | Final Rejection | Dell Products L.P. |
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