Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2100 2123 2129 2196 2400 3664 4100
This examiner grants 61% of resolved cases
Sehwan Kim is an examiner in Tech Center 4100 and Art Unit 2100, with 156 resolved cases. The allowance rate is 60.9, and the median days to allowance is 1479. These figures suggest the success rate and the timeline for resolution. The 1479-day median pendency is a factor that applicants must account for when planning their strategy.
The interview lift is 67.3, indicating that interviews are a tool for success with this examiner. This lift increases the impact of the 60.9 baseline allowance rate, suggesting that verbal advocacy is effective. For the 156 resolved cases, the 67.3 lift is a strategic factor for practitioners to consider. By prioritizing direct engagement, applicants can improve their chances of success beyond the 60.9 rate and manage the 1479-day median path to allowance.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17932225 | MACHINE LEARNING MODEL COMPRESSION USING WEIGHTED LOW-RANK FACTORIZATION | Final Rejection | Samsung Electronics Co., Ltd. |
| 17968653 | TRANSLATION MODEL WITH LEARNED POSITION AND CORRECTIVE LOSS | Final Rejection | THE TORONTO-DOMINION BANK |
| 18566261 | INFORMATION PROCESSING DEVICE, LEARNING METHOD, AND NON-TRANSITORY RECORDING MEDIUM | Final Rejection | NEC Corporation |
| 18258375 | SYSTEM AND METHOD FOR REINFORCEMENT LEARNING OF STEERING GEOMETRY | Non-Final OA | VOLVO TRUCK CORPORATION |
| 18150748 | NEURAL NETWORK BUILDING METHOD AND APPARATUS | Non-Final OA | Huawei Technologies Co., Ltd. |
| 17168548 | BRAIN OPERATING SYSTEM INFRASTRUCTURE | Final Rejection | Genesis Intelligence, LLC |
| 17078066 | BRAIN OPERATING SYSTEM INFRASTRUCTURE | Non-Final OA | Genesis Intelligence, LLC |
| 18462019 | MACHINE LEARNING MODEL EVALUATION | Non-Final OA | Capital One Services, LLC |
| 18468873 | MULTI-TASK GATING FOR MACHINE LEARNING SYSTEMS | Non-Final OA | QUALCOMM Incorporated |
| 18335685 | PROPAGATING ATTENTION INFORMATION IN EFFICIENT MACHINE LEARNING MODELS | Non-Final OA | QUALCOMM Incorporated |
| 18489327 | SOLVING OPTIMIZATION PROBLEMS USING SPIKING NEUROMORPHIC NETWORK | Non-Final OA | Intel Corporation |
| 18461265 | FEATURE SELECTION PROGRAM, FEATURE SELECTION DEVICE, AND FEATURE SELECTION METHOD | Non-Final OA | FUJITSU LIMITED |
| 18209421 | SAMPLING OPERATIONS IN A COMPUTER VISION TOOL TO REGULATE DOWNSTREAM TASKS | Final Rejection | Microsoft Technology Licensing, LLC |
| 17840169 | Generation and Explanation of Transformer Computation Graph Using Graph Attention Model | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18340457 | REINFORCEMENT MACHINE LEARNING WITH HYPERPARAMETER TUNING | Non-Final OA | International Business Machines Corporation |
| 18167855 | DATA MANAGEMENT SYSTEM USING NEURAL NETWORKS AND RISK MODELING | Non-Final OA | International Business Machines Corporation |
| 17650440 | EFFICIENT OPTIMIZATION OF MACHINE LEARNING MODELS | Final Rejection | International Business Machines Corporation |
| 17550389 | CONTENTION DETECTION AND CAUSE DETERMINATION | Non-Final OA | International Business Machines Corporation |
| 17410347 | EXTERNAL LANGUAGE MODEL FUSING METHOD FOR SPEECH RECOGNITION | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17405859 | PRIOR ADJUSTED VARIATIONAL AUTOENCODER | Final Rejection | SAP SE |
| 18545025 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | Non-Final OA | NEC Laboratories America, Inc. |
| 18545042 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | Non-Final OA | NEC Laboratories America, Inc. |
| 18545055 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | Non-Final OA | NEC Laboratories America, Inc. |
| 18152238 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | Final Rejection | NEC Laboratories America, Inc. |
| 18461168 | VIDEO RETRIEVAL BASED CONTEXTUALIZED LEARNING | Final Rejection | Cisco Technology, Inc. |
| 17495993 | ACTIVITY TIMELINE ANALYSIS AND INFERENCES USING A REASONING ENGINE | Final Rejection | Cisco Technology, Inc. |
| 17828854 | SYSTEMS AND METHODS FOR IMPLEMENTING QUANTUM WALKS IN DISTRIBUTED QUANTUM COMPUTING | Non-Final OA | Mellanox Technologies, Ltd. |
| 18230501 | MODEL SELECTION USING FEATURE HEALTH SCORES WITH UNRELIABLE SENSORS | Final Rejection | Dell Products L.P. |
| 19096194 | REVERSE ENGINEERING MACHINE-LEARNING MODELS THROUGH DATA POISONING TECHNIQUES | Non-Final OA | Datalytica LLC |
| 17876026 | SYSTEMS AND METHODS FOR ADAPTING MACHINE LEARNING MODELS | Non-Final OA | ElectrifAi Opco, LLC |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy