Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2122 2123 2126 2148 4100
This examiner grants 46% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18520529 | MACHINE LEARNING MODEL FOR ANOMALY DETECTION IN DIGITAL ENVIRONMENTS | Non-Final OA | The Toronto-Dominion Bank |
| 16979091 | SYSTEM AND METHOD FOR GENERATING INFORMATION FOR INTERACTION WITH A USER | Final Rejection | SAMSUNG ELECTRONICS CO., LTD. |
| 18459237 | METHOD AND APPARATUS FOR THE JOINT OPTIMIZATION OF A NEURAL NETWORK AND DEDICATED HARDWARE FOR THE NEURAL NETWORK | Non-Final OA | Robert Bosch GmbH |
| 18319680 | OPERATOR CALCULATION METHOD, APPARATUS, DEVICE, AND SYSTEM | Final Rejection | HUAWEI TECHNOLOGIES CO., LTD. |
| 18187577 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM | Non-Final OA | CANON KABUSHIKI KAISHA |
| 18494302 | METHOD AND APPARATUS FOR NEURAL NETWORK AUGMENTED KALMAN FILTER FOR ACOUSTIC HOWLING SUPPRESSION | Non-Final OA | TENCENT AMERICA LLC |
| 18182660 | Fatigue Crack Growth Prediction | Final Rejection | General Electric Company |
| 18588910 | DIGITAL WATERMARKING OF MACHINE LEARNING MODELS | Non-Final OA | The Regents of the University of California |
| 18435251 | GENERATIVE ADVERSARIAL NETWORKS-BASED METHOD FOR COMPONENT ANOMALY DETECTION AND DEVICE THEREOF | Non-Final OA | Delta Electronics, Inc. |
| 18374424 | GENERATIVE NEURAL APPLICATION ENGINE | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18476166 | MODELING EXPERTISE BASED ON UNSTRUCTURED EVIDENCE | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18142898 | Generative Future Predictions based on Complex Events | Final Rejection | Microsoft Technology Licensing, LLC |
| 18088428 | METHOD AND APPARATUS FOR LEARNING CONCEPT BASED FEW-SHOT | Final Rejection | ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE |
| 17997590 | GRAPH CONVOLUTIONAL REINFORCEMENT LEARNING WITH HETEROGENEOUS AGENT GROUPS | Non-Final OA | Siemens Corporation |
| 17960710 | DATA PROCESSING APPARATUS AND DATA PROCESSING METHOD | Non-Final OA | Fujitsu Limited |
| 16394111 | SECOND ORDER NEURON FOR MACHINE LEARNING | Non-Final OA | Rensselaer Polytechnic Institute |
| 17143498 | MEMORY SYSTEM TO TRAIN NEURAL NETWORKS | Final Rejection | Micron Technology, Inc. |
| 17013432 | GLOBAL FEDERATED TRAINING FOR NEURAL NETWORKS | Final Rejection | NVIDIA Corporation |
| 16254563 | TECHNIQUES FOR REMOVING MASKS FROM PRUNED NEURAL NETWORKS | Final Rejection | NVIDIA CORPORATION |
| 16205876 | Multiple Model-Based Apparatus and Method for Inferring a Path for At Least One Target Object | Final Rejection | NVIDIA Corporation |
| 17891430 | INTELLIGENT WORKLOAD ROUTING FOR MICROSERVICES | Final Rejection | International Business Machines Corporation |
| 17077759 | SYMBOLIC VALIDATION OF NEUROMORPHIC HARDWARE | Final Rejection | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18536127 | GATED LINEAR NETWORKS | Non-Final OA | DeepMind Technologies Limited |
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