Prosecution Insights
Prosecution Insights
Tech Center 2800 • Art Units: 2128 2143 2144 2147 2178 2672 2812
This examiner grants 64% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18605227 | METHOD AND DEVICE FOR IMPLEMENTING DEEP LEARNING RECOMMENDATION MODEL | Non-Final OA | SAMSUNG ELECTRONICS CO.,LTD. |
| 18114629 | Gesture Tutorial for a Finger-Wearable Device | Final Rejection | Apple Inc. |
| 18701633 | NEURAL NETWORK DEVICE, DETECTION METHOD, AND PROGRAM | Non-Final OA | SONY GROUP CORPORATION |
| 17837206 | DEVICE, A COMPUTER PROGRAM AND A COMPUTER-IMPLEMENTED METHOD FOR TRAINING A KNOWLEDGE GRAPH EMBEDDING MODEL | Final Rejection | Robert Bosch GmbH |
| 18593564 | Implementing Quantum Logic Gates using Pulse Analysis for Quantum Computing System | Non-Final OA | Google LLC |
| 18254634 | Improved Two-Stage Machine Learning for Imbalanced Datasets | Final Rejection | Google LLC |
| 17996232 | HYBRID TRAINING METHOD FOR SELF-LEARNING ALGORITHMS | Final Rejection | ZF Friedrichshafen AG |
| 18216217 | STYLUS TRAJECTORY PREDICTION | Non-Final OA | Intel Corporation |
| 17820900 | DEEP NEURAL NETWORK (DNN) ACCELERATORS WITH HETEROGENEOUS TILING | Non-Final OA | Intel Corporation |
| 18014099 | LEARNING DEVICE, FEATURE CALCULATION PROGRAM GENERATION METHOD AND SIMILARITY CALCULATOR | Final Rejection | NEC Corporation |
| 17580001 | LINKAGE DATA GENERATOR | Non-Final OA | PayPal, Inc. |
| 18330122 | SYNTHESIZING REALISTIC TIME SERIES WITH OUTLIERS | Non-Final OA | Visa International Service Association |
| 17827222 | SPARSIFYING VECTORS FOR NEURAL NETWORK MODELS BASED ON OVERLAPPING WINDOWS | Final Rejection | Microsoft Technology Licensing, LLC |
| 17566898 | ENHANCED LEXICON-BASED CLASSIFIER MODELS WITH TUNABLE ERROR-RATE TRADEOFFS | Final Rejection | MICROSOFT TECHNOLOGY LICENSING, LLC |
| 18567736 | METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR DEFINING IMPORTANCE MASK AND IMPORTANCE ORDERING LIST | Non-Final OA | Nokia Technologies Oy |
| 18241974 | Method And Apparatus For Generalization Of Artificial Intelligence/Machine Learning Model | Non-Final OA | MediaTek Inc. |
| 17892902 | Result Explanation Using Template Populated from Homogenous Search | Final Rejection | SAP SE |
| 18372661 | EFFICIENT TRANSFORMER TRAINING BASED ON SMALLER PRETRAINED MODELS | Final Rejection | Massachusetts Institute of Technology |
| 18523123 | SYSTEMS AND METHODS TO TOKENIZE AND CATEGORIZE DATA TRANSACTIONS | Non-Final OA | Bank of America Corporation |
| 18677358 | ADJUSTING NEURAL NETWORK ARCHITECTURES | Non-Final OA | NVIDIA Corporation |
| 17881753 | METHOD AND APPARATUS FOR DELETING TRAINED DATA OF DEEP LEARNING MODEL | Final Rejection | RESEARCH & BUSINESS FOUNDATION SUNGKYUNKWAN UNIVERSITY |
| 18300721 | STRUCTURED DOCUMENT GENERATION FROM TEXT PROMPTS | Non-Final OA | ADOBE INC. |
| 18183387 | BUILDING TIME-DECAYED LINE GRAPHS FOR DIRECT EMBEDDING OF CONTINUOUS-TIMED INTERACTIONS IN GENERATING TIME-AWARE RECOMMENDATIONS | Non-Final OA | Adobe Inc. |
| 18501784 | EXPLAINABLE FEDERATED LEARNING ROBUST TO MALICIOUS CLIENTS AND TO NON-INDEPENDENT AND IDENTICALLY DISTRIBUTED DATA | Non-Final OA | Dell Products L.P. |
| 17323099 | FEDERATED LEARNING WITH PARTITIONED AND DYNAMICALLY-SHUFFLED MODEL UPDATES | Non-Final OA | International Business Machines Corporation |
| 17663464 | HIERARCHICAL MULTI-MODEL GENERATION IN NETWORK AND CLOUD COMPUTING SYSTEMS | Final Rejection | Juniper Networks, Inc. |
| 17852531 | AI MODEL LEARNING METHOD AND SYSTEM BASED ON SELF-LEARNING FOR FOCUSING ON SPECIFIC AREAS | Final Rejection | Korea Electronics Technology Institute |
| 18411660 | CONSTRAINT-BASED OPTIMIZATION OF MACHINE LEARNING MODELS | Non-Final OA | FMR LLC |
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