Prosecution Insights
Last updated: August 17, 2026

Examiner: DIEP, DUY T

Tech Center 2100 • Art Units: 2100 2123

This examiner grants 32% of resolved cases

Performance Statistics

32.3%
Allow Rate
-22.7% vs TC avg
64
Total Applications
+19.3%
Interview Lift
1585
Avg Prosecution Days
Based on 31 resolved cases, 2023–2026

Rejection Statute Breakdown

31.0%
§101 Eligibility
3.1%
§102 Novelty
57.8%
§103 Obviousness
8.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18619579 APPARATUS AND METHOD FOR DETECTOR SELECTION WITH NEURAL NETWORK Non-Final OA Samsung Electronics Co., Ltd.
17445591 INFORMATION PROCESSING SYSTEM, METHOD FOR PROCESSING INFORMATION AND PROGRAM Non-Final OA TOSHIBA DIGITAL SOLUTIONS CORPORATION
18173559 ZERO-SHOT CLASSIFICATION OF MEASUREMENT DATA Non-Final OA Robert Bosch GmbH
17681119 Method and device for processing data associated with a plurality of physical devices Non-Final OA Robert Bosch GmbH
18051081 INFERENCE APPARATUS, MEDICAL IMAGE DIAGNOSTIC APPARATUS, INFERENCE METHOD, AND TRAINED NEURAL NETWORK GENERATION METHOD Final Rejection Canon Kabushiki Kaisha
17568163 SYSTEM, METHOD, AND NON-TRANSITORY STORAGE MEDIUM Non-Final OA CANON KABUSHIKI KAISHA
18446460 SYSTEMS AND METHODS FOR IMPROVED ACTIVE LEARNING METHOD FOR MODEL DEVELOPMENT Non-Final OA Capital One Services, LLC
17969159 DATA PROCESSING METHOD, APPARATUS, AND DEVICE, AND STORAGE MEDIUM Final Rejection Tencent Technology (Shenzhen) Company Limited
18058862 METHOD OF EXECUTING CLASS CLASSIFICATION PROCESSING USING MACHINE LEARNING MODEL, INFORMATION PROCESSING DEVICE, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM STORING COMPUTER PROGRAM Final Rejection SEIKO EPSON CORPORATION
17183766 SYSTEMS AND METHODS FOR PROVIDING PLUG-AND-PLAY FRAMEWORKS FOR TRAINING MODELS USING SEMI-SUPERVISED LEARNING TECHNIQUES Final Rejection Walmart Apollo, LLC
18453061 TRACKING PROVENANCE IN DATA SCIENCE SCRIPTS Non-Final OA Microsoft Technology Licensing, LLC
18103962 FRAMEWORK SYSTEM FOR IMPROVING PERFORMANCE OF KNOWLEDGE GRAPH EMBEDDING MODEL AND METHOD FOR LEARNING THEREOF Final Rejection Electronics and Telecommunications Research Institute
17964704 DEEP REINFORCEMENT LEARNING BASED WIRELESS NETWORK SIMULATOR Final Rejection Nokia Solutions and Networks Oy
18472668 METHOD AND SYSTEM FOR GENERATING TABULAR SYNTHETIC DATA Non-Final OA Tata Consultancy Services Limited
17362661 Using Neural Networks to Handle Watermarks in Digital Files Final Rejection Advanced Micro Devices, Inc.
17651079 METHOD AND SYSTEM TO TRANSFER LEARNING FROM ONE MACHINE TO ANOTHER MACHINE Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17977889 DETERMINING A DISTRIBUTION FOR A NEURAL NETWORK ARCHITECTURE Final Rejection GM Cruise Holdings LLC

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