Listed by the USPTO as KIM, SEHWAN
Tech Center 4100 • Art Units: 2100 2123 2129 2196 2400 3664 4100
This examiner grants 60% of resolved cases
KIM, SEHWAN is assigned to tech center 4100 and art unit 2100. The profile includes 158 resolved cases, an allowance rate of 60.1%, and a median of 1475 days to allowance. Interviews are associated with a 66.4% lift in the allowance rate.
NEC Laboratories America Inc., International Business Machines Corporation, and Genesis Intelligence LLC are the listed companies. The leading firms are Harrity & Harrity, LLP, NEO IP, and Akona IP PC - Intel. The interview measure is a significant part of this record and supports deliberate consideration of examiner engagement. The median timing indicates that applicants should incorporate extended prosecution planning into filing and portfolio decisions.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18462019 | MACHINE LEARNING MODEL EVALUATION | Non-Final OA | Capital One Services, LLC |
| 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 |
| 18425542 | Load Balancing For Mixture Of Experts Machine Learning | Final Rejection | Google LLC |
| 18566261 | INFORMATION PROCESSING DEVICE, LEARNING METHOD, AND NON-TRANSITORY RECORDING MEDIUM | Final Rejection | NEC Corporation |
| 18150748 | NEURAL NETWORK BUILDING METHOD AND APPARATUS | Non-Final OA | Huawei Technologies Co., Ltd. |
| 18258375 | SYSTEM AND METHOD FOR REINFORCEMENT LEARNING OF STEERING GEOMETRY | Non-Final OA | VOLVO TRUCK CORPORATION |
| 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 |
| 18545042 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | Non-Final OA | NEC Laboratories America, Inc. |
| 18545025 | 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. |
| 18209421 | SAMPLING OPERATIONS IN A COMPUTER VISION TOOL TO REGULATE DOWNSTREAM TASKS | Final Rejection | 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 |
| 17410347 | EXTERNAL LANGUAGE MODEL FUSING METHOD FOR SPEECH RECOGNITION | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 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. |
| 17405859 | PRIOR ADJUSTED VARIATIONAL AUTOENCODER | Final Rejection | SAP SE |
| 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. |
| 18271611 | GENERATING NEURAL NETWORK OUTPUTS BY ENRICHING LATENT EMBEDDINGS USING SELF-ATTENTION AND CROSS-ATTENTION OPERATIONS | Final Rejection | DeepMind Technologies Limited |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy60.1% of resolved applications examined by Sehwan Kim were allowed (158 resolved cases), compared with 38.8% across Art Unit 2100 over the last five years.
This examiner's interview lift is +66.4 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Sehwan Kim took 1,475 days on average from filing to allowance.
Sehwan Kim examines applications in Art Unit 2100 in Tech Center 4100.
