Last updated: July 17, 2026

Application No. 19/085,140

QUANTIZING OVERFITTED FILTERS

Non-Final OA

Filed

Mar 20, 2025

Priority

Mar 27, 2024 — provisional 63/570,523

Examiner

BILLAH, MASUM

Art Unit

2486

Tech Center

2400 — Computer Networks

Assignee

Nokia Corporation

OA Round

1 (Non-Final)

Interview Optional

— +20.9% interview lift. Examiner has a relatively high allowance rate (80%); +20.9% interview lift. A written response may suffice.

Based on 436 resolved cases, 2023–2026

Examiner Intelligence

BILLAH, MASUM View full profile →

Grants 80% — above average

Career Allowance Rate

349 granted / 436 resolved

+22.0% vs TC avg

Strong +21% interview lift

Without

With

+20.9%

Interview Lift

resolved cases with interview

Typical timeline

2y 6m

Avg Prosecution

23 currently pending

Career history

461

Total Applications

across all art units

Statute-Specific Performance

§101

0.5%

-39.5% vs TC avg

§103

85.4%

+45.4% vs TC avg

§102

6.9%

-33.1% vs TC avg

§112

1.8%

-38.2% vs TC avg

Black line = Tech Center average estimate • Based on career data from 436 resolved cases

Prosecution Timeline

Mar 20, 2025

Application Filed

May 06, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

18/913,778

Patent 12684241

Multi-View Distance Measurement Method and Electronic Device

1y 9m to grant Granted Jul 14, 2026

18/548,130

Patent 12666046

METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR END-TO-END LEARNED PREDICTIVE CODING OF MEDIA FRAMES

2y 10m to grant Granted Jun 23, 2026

18/829,218

Patent 12662176

APPARATUSES, SYSTEMS, AND METHODS FOR MONITORING MOVING VEHICLES

1y 9m to grant Granted Jun 23, 2026

18/811,075

Patent 12659599

IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM

1y 9m to grant Granted Jun 16, 2026

18/645,591

Patent 12630089

VEHICLE VISION SYSTEM

2y 0m to grant Granted May 19, 2026

Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.

Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2

Expected OA Rounds

80%

Grant Probability

99%

With Interview (+20.9%)

2y 6m (~1y 2m remaining)

Median Time to Grant

Low

PTA Risk

Based on 436 resolved cases by this examiner. Grant probability derived from career allowance rate.