Prosecution Insights
Last updated: May 29, 2026

Examiner: COLEMAN, PAUL

Tech Center 2100 • Art Units: 2126

This examiner grants 64% of resolved cases

Performance Statistics

64.3%
Allow Rate
+9.3% vs TC avg
34
Total Applications
+45.5%
Interview Lift
1371
Avg Prosecution Days
Based on 14 resolved cases, 2023–2026

Rejection Statute Breakdown

2.1%
§101 Eligibility
0%
§102 Novelty
97.9%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17911614 DATA GENERATION METHOD, DECISION METHOD, PROGRAM, AND DATA GENERATION SYSTEM Non-Final OA Panasonic Intellectual Property Management Co., Ltd.
18090944 SYSTEMS AND METHODS FOR ON-DEVICE TRAINING MACHINE LEARNING MODELS Final Rejection The ADT Security Corporation
18070979 MULTICLASS CLASSIFICATION APPARATUS AND METHOD ROBUST TO IMBALANCED DATA Final Rejection Electronics and Telecommunications Research Institute
18072220 INDUSTRIAL QUALITY MONITORING SYSTEM WITH PRE-TRAINED FEATURE EXTRACTION Final Rejection Robert Bosch GmbH
18121302 ONLINE LEARNING METHOD AND ONLINE LEARNING DEVICE Final Rejection TDK CORPORATION
17559153 Compressing a Set of Coefficients for Subsequent Use in a Neural Network Non-Final OA Imagination Technologies Limited
18306144 TRAINING METHOD AND APPARATUS FOR GRAPH NEURAL NETWORK Non-Final OA Beijing University of Posts and Telecommunications
17565869 SYSTEM AND METHOD FOR FINDING DATA ENRICHMENTS FOR DATASETS Final Rejection Explorium Ltd

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