Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2124 2148 2164 2421 2699 2857 3662 4100
This examiner grants 52% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 19363681 | Persistent Cognitive Machine with Temporally Synchronized Multimodal Processing and Typed Latent Entity Management | Non-Final OA | AtomBeam Technologies Inc. |
| 18421475 | METHOD AND APPARATUS FOR UPDATING PREDICTIVE MODEL PREDICTING PRODUCT FAILURE | Non-Final OA | SAMSUNG ELECTRONICS CO., LTD. |
| 18305676 | NON-LINEAR MULTI-DIMENSIONAL COST FUNCTION FOR ARTIFICIAL INTELLIGENCE INFERENCE | Final Rejection | SAMSUNG ELECTRONICS CO., LTD. |
| 18171433 | METHOD OF TRAINING BINARIZED NEURAL NETWORK WITH PARAMETERIZED WEIGHT CLIPPING AND MEMORY DEVICE USING THE SAME | Non-Final OA | Samsung Electronics Co., Ltd. |
| 18171035 | NEURAL NETWORK VERIFICATION FOR NEURAL NETWORK CONTROLLERS | Non-Final OA | Toyota Motor Engineering & Manufacturing North America, Inc. |
| 18011873 | Meta-Learning Bi-Directional Gradient-Free Artificial Neural Networks | Final Rejection | Google LLC |
| 17940568 | Large-Scale Architecture Search in Graph Neural Networks via Synthetic Data | Final Rejection | Google LLC |
| 18087877 | METHODS, SYSTEMS, APPARATUSES, AND COMPUTER-READABLE MEDIA FOR DECOMPOSING A LAYER IN A NEURAL NETWORK | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18406712 | USING MACHINE LEARNING TO DETERMINE DATA QUALITY RULES | Non-Final OA | Capital One Services, LLC |
| 18068987 | EFFICIENT MACHINE LEARNING MODEL ARCHITECTURES FOR TRAINING AND INFERENCE | Non-Final OA | QUALCOMM Incorporated |
| 18148138 | UNCERTAINTY ANALYSIS OF EVIDENTIAL DEEP LEARNING NEURAL NETWORKS | Final Rejection | Intel Corporation |
| 18537086 | GUIDANCE FUNCTION(S) FOR USE OF LARGE LANGUAGE MODELS WITHIN EDUCATIONAL ENVIRONMENTS | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18335848 | DATASET EXPLORATION PIPELINE USING CONDITIONAL INDEPENDENCE GRAPHS AND NEURAL GRAPHICAL MODELS | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18310242 | MATCHING BASED INTENT UNDERSTANDING WITH TRANSFER LEARNING | Final Rejection | Microsoft Technology Licensing, LLC |
| 17957891 | DOMAIN-BASED LEARNING FOR AUTOENCODER MODELS | Non-Final OA | SAP SE |
| 17382723 | Multi-Level Time Series Forecaster | Non-Final OA | Ciena Corporation |
| 18624754 | SURVEILLANCE USING TRANSFER LEARNING OF A FEDERATED MODEL | Non-Final OA | Micron Technology, Inc. |
| 17715768 | Shuffled Secure Multiparty Deep Learning | Non-Final OA | Micron Technology, Inc. |
| 18535093 | METHOD AND APPARATUS FOR ONLINE CONTINUAL LEARNING BY USING SHORTCUT DEBIASING | Non-Final OA | KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY |
| 17145876 | METHOD AND APPARATUS WITH NEURAL NETWORK AND TRAINING | Non-Final OA | Korea Advanced Institute of Science and Technology |
| 18511164 | SYSTEM FOR OPTIMIZING WORKFLOW MANAGEMENT AND RESPONSE SYSTEMS IN A DISTRIBUTED NETWORK USING AI | Non-Final OA | BANK OF AMERICA CORPORATION |
| 17398673 | PERFORMANCE-AWARE SIZE REDUCTION FOR NEURAL NETWORKS | Non-Final OA | Nvidia Corporation |
| 18398458 | RECALCULATION METHOD OF BACKPROPAGATION IN A MANNER THAT SELECT THE LAYERS TO STORE THE OUTPUT IN MEMORY | Non-Final OA | Research & Business Foundation Sungkyunkwan University |
| 18531358 | METHOD AND DEVICE FOR AUGMENTING TRAINING DATA OR RETRAINING A NEURAL NETWORK | Non-Final OA | Infineon Technologies AG |
| 17938583 | SYSTEM, DEVICES AND/OR PROCESSES FOR EXECUTING A NEURAL NETWORK ARCHITECTURE SEARCH | Final Rejection | Arm Limited |
| 18476455 | METHOD AND SYSTEM TO OPTIMIZE NEURAL NETWORK SCORING | Non-Final OA | International Business Machines Corporation |
| 17102830 | TRANSACTION RESPONSE TIME ESTIMATION | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17500598 | VECTOR ACTIVATION FUNCTION TO SUPPORT MACHINE LEARNING INFERENCE AND OTHER PROCESSES | Non-Final OA | MELLANOX TECHNOLOGIES, LTD. |
| 17957508 | Selecting a Tiling Scheme for Processing Instances of Input Data Through a Neural Netwok | Non-Final OA | ATI Technologies ULC |
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