Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Communications
109 pending office actions • 58 art units • 105 examiners • 0 of 109 (0%) have an AI response strategy ready • 152 patents granted in the last 365 days
Lemon Inc. currently has 107 pending office actions within the Communications technology area. These 107 actions are distributed across 57 distinct art units, which indicates the portfolio covers a variety of technical niches within the communications field. The company interacts with 103 distinct examiners during the prosecution of these cases. This distribution means that the 107 pending actions are reviewed by a wide array of individuals at the patent office. The 107 pending office actions represent a significant volume of intellectual property in the Communications field.
TSWEI, YU-JANG is the busiest examiner for this company, with 3 pending office actions. This count of 3 actions is the highest concentration for any single examiner in the portfolio. The remaining actions are spread among the other distinct examiners. With 107 pending office actions and 57 distinct art units, the company must manage many different examiner preferences. Practitioners should prepare for a decentralized prosecution process given the 103 distinct examiners involved.
Based on the USPTO statutory response window for each pending office action. 32 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 32 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 6 (6%) |
| §101 + other | 21 (19%) |
| §103 only | 54 (50%) |
| §102 only | 9 (8%) |
| §112 only | 2 (2%) |
| Double-patenting + other | 1 (1%) |
| Multi-statute (no §101) | 16 (15%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| TSWEI, YU-JANG | 3 | 83.6% | +16.0% |
| CHOWDHURY, RAYEEZ R | 2 | 81.1% | +21.7% |
| MORSHED, HOSSAIN M | 2 | 84.1% | +13.6% |
| SYED, FARHAN M | 1 | 75.1% | +23.1% |
| MAHMOOD, REZWANUL | 1 | 46.0% | +33.9% |
| PENG, HUAWEN A | 1 | 82.3% | +20.4% |
| ORR, HENRY W | 1 | 50.5% | +37.3% |
| RAJAPUTRA, SUMAN | 1 | 69.5% | +37.5% |
| BUTLER, SARAI E | 1 | 88.1% | +10.7% |
| DAGNEW, SABA | 1 | 37.5% | +17.6% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19232386 | METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM FOR GENERATING A TEXT VIDEO | TSWEI, YU-JANG | 55d |
| 18749493 | SOCIAL NETWORKING BASED ON COLLECTING ASSET ITEMS | TSWEI, YU-JANG | 55d |
| 19142924 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR INFORMATION PROCESSING | PENG, HUAWEN A | — |
| 19072274 | ENHANCED ISSUE STACK ANALYSIS | BUTLER, SARAI E | — |
| 18527016 | IMPLEMENTING DIALOG-BASED IMAGE EDITING | TSWEI, YU-JANG | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18252559 | DATA PROTECTION METHOD, APPARATUS, MEDIUM AND DEVICE | TRAN, QUOC A | 30d overdue |
| 17737327 | CIRCUIT MODULE AND METHOD FOR PERFORMING MATRIX MULTIPLICATION | DE LA GARZA, CARLOS HEBERTO | 17d overdue |
| 19053359 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR WORKFLOW AUTOMATION | DAGNEW, SABA | 4d overdue |
| 18787432 | DETERMINING SPEED CHANGE RATIO FOR AUDIO SAMPLES | WEAVER, ADAM MICHAEL | 4d overdue |
| 18878833 | METHOD AND APPARATUS FOR RETURN EVALUATION, DEVICE AND STORAGE MEDIUM | CAO, VINCENT M | 3d overdue |
| 17727015 | ATTRIBUTE AND RATING CO-EXTRACTION | SHAIKH, ZEESHAN MAHMOOD | 13d |
| 19186392 | DATA PROCESSING METHOD, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT | RAJAPUTRA, SUMAN | 14d |
| 18588735 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR DELIVERY COST ESTIMATION | PRESTON, ASHLEY DAWN | 19d |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19053359 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR WORKFLOW AUTOMATION | DAGNEW, SABA | 4d overdue |
| 19186392 | DATA PROCESSING METHOD, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT | RAJAPUTRA, SUMAN | 14d |
| 19232386 | METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM FOR GENERATING A TEXT VIDEO | TSWEI, YU-JANG | 55d |
| 18749493 | SOCIAL NETWORKING BASED ON COLLECTING ASSET ITEMS | TSWEI, YU-JANG | 55d |
| 19220864 | METHOD, APPARATUS AND DEVICE FOR GENERATING EFFECT AND STORAGE MEDIUM | ORR, HENRY W | 62d |
| 19161213 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR DATA QUERY | SYED, FARHAN M | — |
| 19261493 | CONTENT RECOMMENDATION | MAHMOOD, REZWANUL | — |
| 19142924 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR INFORMATION PROCESSING | PENG, HUAWEN A | — |
| Art Unit | Apps |
|---|---|
| 2611 | 5 |
| 2618 | 3 |
| 2174 | 3 |
| 2614 | 3 |
| 3622 | 2 |
| 2615 | 2 |
| 2617 | 2 |
| 2486 | 2 |
| 2658 | 2 |
| 2168 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19161213 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR DATA QUERY | SYED, FARHAN M | 2161 | §102 | Non-Final OA | — | Pending | Aug 29, 2025 |
| 19261493 | CONTENT RECOMMENDATION | MAHMOOD, REZWANUL | 2159 | §101§103 | Non-Final OA | — | Pending | Jul 07, 2025 |
| 19142924 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR INFORMATION PROCESSING | PENG, HUAWEN A | 2169 | §102 | Non-Final OA | — | Pending | Jun 24, 2025 |
| 19232386 | METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM FOR GENERATING A TEXT VIDEO | TSWEI, YU-JANG | 2611 | §103 | Final Rejection | 55d | Pending | Jun 09, 2025 |
| 19220864 | METHOD, APPARATUS AND DEVICE FOR GENERATING EFFECT AND STORAGE MEDIUM | ORR, HENRY W | 2172 | §112 | Final Rejection | 62d | Pending | May 28, 2025 |
| 19186392 | DATA PROCESSING METHOD, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT | RAJAPUTRA, SUMAN | 2163 | §101§103 | Final Rejection | 14d | Pending | Apr 22, 2025 |
| 19072274 | ENHANCED ISSUE STACK ANALYSIS | BUTLER, SARAI E | 2114 | §103 | Final Rejection | — | Pending | Mar 06, 2025 |
| 19053359 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR WORKFLOW AUTOMATION | DAGNEW, SABA | 3621 | §101§103 | Non-Final OA | 4d overdue | Pending | Feb 13, 2025 |
| 19102347 | METHOD, APPARATUS, DEVICE AND MEDIUM FOR OBJECT PROCESSING BASED ON PRE-TRAINING AND TWO-PHASE DEPLOYMENT | ELLIOTT, JORDAN MCKENZIE | — | §102§103§112 | Non-Final OA | — | Pending | Feb 07, 2025 |
| 19043365 | METHOD OF TEXT TRANSLATING, STORAGE MEDIUM, AND ELECTRONIC DEVICE | ROBERTS, SHAUN A | — | §102 | Non-Final OA | — | Pending | Jan 31, 2025 |
| 19100543 | TRANSLATION METHOD AND APPARATUS, READABLE MEDIUM, AND ELECTRONIC DEVICE | GAY, SONIA L | — | §103 | Non-Final OA | — | Pending | Jan 31, 2025 |
| 19038574 | MOTION CANDIDATE DERIVATION WITH SEARCH ORDER AND CODING MODE | TORRENTE, RICHARD T | 2485 | §102§103 | Non-Final OA | — | Pending | Jan 27, 2025 |
| 19024468 | BUSINESS INFORMATION GENERATION | ZEROUAL, OMAR | 3628 | §103 | Final Rejection | 8d overdue | Pending | Jan 16, 2025 |
| 19016819 | IMAGE DISPLAY METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM | HSIEH, PING Y | 2629 | §103 | Non-Final OA | — | Pending | Jan 10, 2025 |
| 19013214 | IMAGE EDITING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | MCDOWELL, JR, MAURICE L | — | §101§102§103 | Non-Final OA | — | Pending | Jan 08, 2025 |
| 18879621 | MODEL TRAINING METHOD, IMAGE PROCESSING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | SOFRONIOU, MICHAEL MARIO | — | §103 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 18878833 | METHOD AND APPARATUS FOR RETURN EVALUATION, DEVICE AND STORAGE MEDIUM | CAO, VINCENT M | 3622 | §101 | Non-Final OA | 3d overdue | Pending | Dec 24, 2024 |
| 18878431 | FOLDED OPTICAL PATH LENS, OPTICAL IMAGING SYSTEM AND HEAD-MOUNTED DISPLAY DEVICE | SWANSON, ALAINA MARIE | 2872 | §103 | Non-Final OA | — | Pending | Dec 23, 2024 |
| 18991305 | OPTICAL STRUCTURE AND MANUFACTURING METHOD THEREOF, AND DISPLAY APPARATUS | GAGNON, GRANT A | — | §102 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18990381 | VIDEO GENERATION MODEL WITH DYNAMICS ADAPTERS | SALVUCCI, MATTHEW D | 2613 | §103 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18987292 | EFFECT EDITING | KALHORI, DAN F | 2618 | §103§112 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18988733 | OBJECT CONNECTION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | BLAUFELD, JUSTIN R | 2425 | §101§102§103 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18977665 | GAME MAKER MODEL FOR GENERATING GAME APPLICATIONS | DEODHAR, OMKAR A | 3715 | §102§103 | Non-Final OA | — | Pending | Dec 11, 2024 |
| 18873469 | IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | DESIRE, GREGORY M | — | §102 | Non-Final OA | — | Pending | Dec 10, 2024 |
| 18873688 | METHOD AND APPARATUS FOR IMAGE PROCESSING, ELECTRONIC DEVICE AND STORAGE MEDIUM | AKHAVANNIK, HADI | — | §103§112 | Non-Final OA | — | Pending | Dec 10, 2024 |
| 18974344 | TEXT GENERATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | BEZUAYEHU, SOLOMON G | — | §101§103 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18949558 | INFORMATION INTERACTION | BELOUSOV, ANDREY | — | §102§103 | Non-Final OA | — | Pending | Nov 15, 2024 |
| 18938503 | METHOD AND SYSTEM, DEVICE, AND STORAGE MEDIUM FOR REPLYING | ADESANYA, OLUJIMI A | — | §101§102 | Non-Final OA | — | Pending | Nov 06, 2024 |
| 18936796 | MUSIC DATA PROCESSING | WOO, STELLA L | 2693 | §102 | Non-Final OA | — | Pending | Nov 04, 2024 |
| 18926902 | METHOD AND APPARATUS FOR TRAINING BACKBONE NETWORK, IMAGE PROCESSING METHOD AND APPARATUS, AND DEVICE | LEE, BENEDICT E | — | §103 | Non-Final OA | — | Pending | Oct 25, 2024 |
| 18927747 | DATA PARSING, TRANSMISSION AND DISPLAY METHODS, APPARATUSES, ELECTRONIC DEVICE AND STORAGE MEDIUM | GARCIA-CHING, KARINA J | 2449 | §103 | Non-Final OA | — | Pending | Oct 25, 2024 |
| 18859931 | IMAGE PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | PARK, HYORIM NMN | 2615 | §102§103 | Final Rejection | — | Pending | Oct 24, 2024 |
| 18923549 | TEMPORALLY CONSISTENT HUMAN IMAGE ANIMATION METHOD | BAYNES, SAMUEL DAVID | — | §103§112 | Non-Final OA | — | Pending | Oct 22, 2024 |
| 18914672 | VIDEO GENERATION FOR SHORT-FORM CONTENT | NGUYEN, DAVID VAN | 2617 | §103 | Non-Final OA | — | Pending | Oct 14, 2024 |
| 18853111 | METHOD FOR END-CLOUD COLLABORATION-BASED IMAGE PROCESSING, APPARATUS, DEVICE AND STORAGE MEDIUM | GOCO, JOHN PATRICK | 2611 | §103 | Final Rejection | — | Pending | Sep 30, 2024 |
| 18850557 | IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | NGUYEN, ANH TUAN V | 2619 | §103 | Final Rejection | — | Pending | Sep 25, 2024 |
| 18851002 | TARGET OBJECT IDENTIFICATION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | PATEL, JITESH | 2612 | §103 | Final Rejection | — | Pending | Sep 25, 2024 |
| 18890918 | GRAPHICAL USER INTERFACE ELEMENT | CHOWDHURY, RAYEEZ R | 2174 | §101§103 | Non-Final OA | — | Pending | Sep 20, 2024 |
| 18891729 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR PROCESSING INFORMATION | CHOWDHURY, RAYEEZ R | — | §101§103 | Non-Final OA | — | Pending | Sep 20, 2024 |
| 18886648 | METHOD AND APPARATUS FOR MODIFYING DATA OF SOFTWARE OBJECT, DEVICE AND MEDIUM | O'CONNOR-EMANUEL, LAWRENCE SCOTT | — | §101§103 | Non-Final OA | — | Pending | Sep 16, 2024 |
| 18844909 | LINE EFFECT PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PRODUCT | OCHSNER, ISABELLA PAIGE | 2618 | §103 | Final Rejection | 21d | Pending | Sep 06, 2024 |
| 18821791 | IMAGE PROCESSING | SUMMERS, GEOFFREY E | — | §102DP | Non-Final OA | — | Pending | Aug 30, 2024 |
| 18819980 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM OF TARGET SEGMENTATION | KUDO, KEN | — | §101§102§103§112 | Non-Final OA | — | Pending | Aug 29, 2024 |
| 18818440 | METHOD FOR SHARING DATA BETWEEN CROSS-END CONTAINER AND NATIVE RUNTIME ENVIRONMENT, DEVICE AND MEDIUM | ANYA, CHARLES E | — | §103 | Non-Final OA | — | Pending | Aug 28, 2024 |
| 18817627 | METHOD AND APPARATUS FOR EXECUTING PROGRAM SERVICE LOGIC, DEVICE AND MEDIUM | NGUYEN, DUY KHUONG THANH | — | §101§103 | Non-Final OA | — | Pending | Aug 28, 2024 |
| 18815337 | PLUGIN CREATION AND DATA QUERY ASSOCIATED WITH DIGITAL ASSISTANT INTERACTION | MORSHED, HOSSAIN M | — | §102§103 | Non-Final OA | — | Pending | Aug 26, 2024 |
| 18812878 | METHOD, APPARATUS, DEVICE FOR CREATING A PLUG-IN AND STORAGE MEDIUM | MORSHED, HOSSAIN M | — | §102§103 | Non-Final OA | — | Pending | Aug 22, 2024 |
| 18805417 | METHOD FOR GENERATING PAGE, STORAGE MEDIUM AND ELECTRONIC DEVICE | GARCIA, GABRIEL I | — | §102 | Non-Final OA | — | Pending | Aug 14, 2024 |
| 18837577 | FEATURE EXTRACTION METHOD AND APPARATUS FOR VIDEO, SLICING METHOD AND APPARATUS FOR VIDEO, AND ELECTRONIC DEVICE AND STORAGE MEDIUM | CHIO, TAT CHI | 2486 | §102 | Non-Final OA | 35d overdue | Pending | Aug 09, 2024 |
| 18792508 | IMPLEMENTING DRAG-BASED IMAGE EDITING | ABDI, AMARA | — | §102§103 | Non-Final OA | — | Pending | Aug 01, 2024 |
| 18792516 | FILTERING IMAGE-TEXT DATA USING A FINE-TUNED MACHINE LEARNING MODEL | KOROMA, SORIE IBRAHIM | 2662 | §103 | Non-Final OA | — | Pending | Aug 01, 2024 |
| 18790211 | METHOD AND DEVICE FOR CREATING MULTIMEDIA CONTENT, AND STORAGE MEDIUM | VANG, MENG | 2443 | §103 | Final Rejection | 22d | Pending | Jul 31, 2024 |
| 18787432 | DETERMINING SPEED CHANGE RATIO FOR AUDIO SAMPLES | WEAVER, ADAM MICHAEL | 2658 | §101 | Non-Final OA | 4d overdue | Pending | Jul 29, 2024 |
| 18832857 | METHOD AND APPARATUS FOR PROCESSING EFFECT IMAGE, ELECTRONIC DEVICE, AND STORAGE MEDIUM | NGUYEN, PHU K | 2616 | §103 | Non-Final OA | 44d overdue | Pending | Jul 24, 2024 |
| 18782126 | PERSONALIZED CONTENT GRADIENT CREATION | NGUYEN, DUNE NGOC | 2618 | §103 | Non-Final OA | 5d | Pending | Jul 24, 2024 |
| 18764873 | METHOD AND APPARATUS FOR VIDEO DETECTION, ELECTRONIC DEVICE, AND STORAGE MEDIUM | RODRIGUEZ, DANIEL | — | §103 | Non-Final OA | — | Pending | Jul 05, 2024 |
| 18726709 | EXPRESSION DRIVING METHOD AND DEVICE, AND EXPRESSION DRIVING MODEL TRAINING METHOD AND DEVICE | LANTZ, KARSTEN FOSTER | 2664 | §103 | Final Rejection | — | Pending | Jul 03, 2024 |
| 18725683 | VIDEO PROCESSING METHOD AND DEVICE | LIN, JESSICA YIFANG | 2668 | §103 | Final Rejection | — | Pending | Jun 28, 2024 |
| 18755479 | UNSUPERVISED LEARNING WITH SYNTHETIC DATA AND ATTENTION MASKS | HE, WEIMING | 2611 | §103 | Non-Final OA | 5d overdue | Pending | Jun 26, 2024 |
| 18751609 | METHOD AND APPARATUS FOR DATA INQUIRY, ELECTRONIC DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCT | OWYANG, MICHELLE N | 2168 | §101§112 | Final Rejection | 41d | Pending | Jun 24, 2024 |
| 18723358 | PARTICLE SPECIAL EFFECT RENDERING METHOD AND APPARATUS, AND DEVICE AND STORAGE MEDIUM | LE, JOHNNY TRAN | 2614 | §103 | Final Rejection | 9d overdue | Pending | Jun 21, 2024 |
| 18749493 | SOCIAL NETWORKING BASED ON COLLECTING ASSET ITEMS | TSWEI, YU-JANG | 2614 | §103 | Final Rejection | 55d | Pending | Jun 20, 2024 |
| 18746832 | METHOD, APPARATUS, ELECTRONIC DEVICE AND MEDIUM FOR DETERMINING FAIRNESS IMPACT OF MODEL | NYE, LOUIS CHRISTOPHER | — | §101§103§112 | Non-Final OA | — | Pending | Jun 18, 2024 |
| 18747267 | METHOD, COMPUTER READABLE MEDIUM, RECOMMENDATION SYSTEM, ELECTRONIC DEVICE FOR DEBIASING DATA | WILLOUGHBY, ALICIA M | — | §101§102 | Non-Final OA | — | Pending | Jun 18, 2024 |
| 18744001 | CREATING PHYSICS-BASED CONTENT | HAKALA, ALAN GREGORY | 2617 | §103 | Non-Final OA | — | Pending | Jun 14, 2024 |
| 18736893 | USER INTERFACES FOR MEDIA MANAGEMENT | ZUBERI, MOHAMMED H | 2178 | §103 | Final Rejection | — | Pending | Jun 07, 2024 |
| 18717362 | METHOD, APPARATUS, DEVICE AND MEDIUM FOR MANAGING MOLECULAR PREDICTION | LIANG, LEONARD S | — | §101§103 | Non-Final OA | — | Pending | Jun 06, 2024 |
| 18680651 | METHOD, APPARATUS, DEVICE, READABLE STORAGE MEDIUM AND PRODUCT FOR MEDIA CONTENT PROCESSING | USSERY, CAIDEN ALEXANDER | 2611 | §103 | Final Rejection | 63d | Pending | May 31, 2024 |
| 18731107 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR INFORMATION PROCESSING | VU, THANH T | 2179 | §103 | Final Rejection | — | Pending | May 31, 2024 |
| 18714656 | METHOD, APPARATUS, SYSTEM, MEDIUM AND ELECTRONIC DEVICE FOR GENERATING GRAPH NEURAL NETWORK | DIEP, DUY T | — | §103 | Non-Final OA | — | Pending | May 30, 2024 |
| 18672420 | ARTIFICIAL INTELLIGENCE (AI)-ASSISTED POST EDITING | FIBBI, CHRISTOPHER J | 2174 | §101§103 | Final Rejection | 43d | Pending | May 23, 2024 |
| 18640868 | REMOTE MEMORY BRIDGE AND METHOD FOR OPERATION | LEE, CHUN KUAN | 2181 | §103 | Non-Final OA | — | Pending | Apr 19, 2024 |
| 18617623 | METHOD FOR MANUFACTURING OPTICAL WAVEGUIDE AND OPTICAL WAVEGUIDE | WONG, ERIC K | 2874 | §102 | Non-Final OA | — | Pending | Mar 26, 2024 |
| 18604023 | METHOD AND APPARATUS FOR SPLIT LEARNING, ELECTRONIC DEVICE AND MEDIUM | WASAFF, JOHN S. | — | §101§103 | Non-Final OA | — | Pending | Mar 13, 2024 |
| 18598883 | DISENTANGLED RECURRENT REPRESENTATION LEARNING FOR VIDEO GENERATION | ROZ, MARK | 2675 | §102§103 | Non-Final OA | — | Pending | Mar 07, 2024 |
| 18599116 | COMPOUNDS AND THE USES AND PHARMACEUTICAL COMPOSITIONS THEREOF | KIFLE, BRUCK | 1624 | §112 | Final Rejection | — | Pending | Mar 07, 2024 |
| 18588735 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR DELIVERY COST ESTIMATION | PRESTON, ASHLEY DAWN | 3688 | §101 | Non-Final OA | 19d | Pending | Feb 27, 2024 |
| 18437985 | TEXT PROCESSING METHODS, TRAINING METHODS FOR TEXT PROCESSING AND RELATED DEVICES | DEBROW, JAMES J | 2174 | §103 | Final Rejection | — | Pending | Feb 09, 2024 |
| 18391929 | DATASET FAIRNESS | JIANG, HAIMEI | — | §101§102Other | Non-Final OA | — | Pending | Dec 21, 2023 |
| 18392214 | MULTI-PATH ARCHITECTURE FOR HARDWARE OFFLOADING | PATEL, HITESHKUMAR R | 2400 | §103 | Non-Final OA | — | Pending | Dec 21, 2023 |
| 18572903 | INSTRUMENT | CHANG, THOMAS ZHU | — | §102§103§112 | Non-Final OA | — | Pending | Dec 21, 2023 |
| 18573396 | MUSIC GENERATION METHOD, APPARATUS, SYSTEM AND STORAGE MEDIUM | GILLESPIE, NICOLE KATHLEEN | — | §102§103 | Non-Final OA | — | Pending | Dec 21, 2023 |
| 18568734 | INFORMATION PROCESSING METHOD AND APPARATUS, DEVICE, MEDIUM, AND PRODUCT | DAVIS, CHENEA | 2421 | §103 | Non-Final OA | — | Pending | Dec 08, 2023 |
| 18567695 | EFFECT PROCESSING METHOD AND DEVICE | VU, KHOA | 2611 | §103 | Non-Final OA | — | Pending | Dec 06, 2023 |
| 18529541 | GENERATING VIDEOS USING A CENTRALIZED SYSTEM | ALLEN, KYLA GUAN-PING TI | 2661 | §103 | Non-Final OA | — | Pending | Dec 05, 2023 |
| 18527016 | IMPLEMENTING DIALOG-BASED IMAGE EDITING | TSWEI, YU-JANG | 2614 | §103 | Non-Final OA | — | Pending | Dec 01, 2023 |
| 18506723 | METHOD FOR DISPLAYING CAPTURING INTERFACE SUPPORTING EFFECT PREVIEW | KHAN, USMAN A | 2637 | §103 | Non-Final OA | 21d | Pending | Nov 10, 2023 |
| 18463389 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR RECOMMENDING INFORMATION | DWIVEDI, MAHESH H | 2168 | §101 | Non-Final OA | — | Pending | Sep 08, 2023 |
| 18231499 | MUSIC-FOCUSED PRESENTATION METHOD | HOPE, DARRIN | 2178 | §103 | Final Rejection | 21d | Pending | Aug 08, 2023 |
| 18264531 | METHOD AND APPARATUS FOR DETERMINING SPEECH SIMILARITY, AND PROGRAM PRODUCT | MEIS, JON CHRISTOPHER | 2654 | §103 | Final Rejection | — | Pending | Aug 07, 2023 |
| 18361603 | METHOD, DEVICE FOR ACCESSING MEDIA CONTENT AND NON-TRANSITORY COMPUTER READABLE MEDIUM | CARVALHO, ERROL A | 3622 | §101§102§103§112 | Final Rejection | — | Pending | Jul 28, 2023 |
| 18359643 | FEATURE MANAGEMENT | SHALU, ZELALEM W | 2145 | §103 | Final Rejection | — | Pending | Jul 26, 2023 |
| 18355345 | SERVER DEVICE PROVIDING SOCIAL MEDIA PLATFORM WITH AI PROFILE PICTURE GENERATION | CALDERON SANTIAGO, ALVARO RAFAEL | 2171 | §103 | Final Rejection | 19d overdue | Pending | Jul 19, 2023 |
| 18219158 | PREDICTION MODEL MANAGEMENT | GERGISO, TECHANE | 2408 | §103 | Final Rejection | 9d overdue | Pending | Jul 07, 2023 |
| 18317818 | MEMORY-EFFICIENT VOLUME DATA STRUCTURES FOR NOVEL VIEWPOINT RENDERING | TRAN, JENNY NGAN | 2615 | §103 | Final Rejection | 26d | Pending | May 15, 2023 |
| 18252559 | DATA PROTECTION METHOD, APPARATUS, MEDIUM AND DEVICE | TRAN, QUOC A | 2145 | §101 | Non-Final OA | 30d overdue | Pending | May 11, 2023 |
| 18077410 | FEDERATED LEARNING FOR MEDIA CONTENT RECOMMENDATION | LU, HWEI-MIN | 2142 | §103 | Non-Final OA | 34d | Pending | Dec 08, 2022 |
| 18056001 | WEB AUTHENTICATION FOR NATIVE APPLICATION | OLAEGBE, MUDASIRU K | 2495 | §103 | Non-Final OA | — | Pending | Nov 16, 2022 |
| 18054592 | TEXT INPUT TO THREE-DIMENSIONAL (3D) IMAGES | GIULIANI, GIUSEPPI J | 2153 | §103 | Final Rejection | 13d | Pending | Nov 11, 2022 |
| 17985788 | DIVERSIFYING RECOMMENDATIONS BY IMPROVING EMBEDDING GENERATION OF A GRAPH NEURAL NETWORK MODEL | MOUNDI, ISHAN NMN | 2141 | §103 | Non-Final OA | 40d | Pending | Nov 11, 2022 |
| 17745323 | Parameter Update of Neural Network-Based Filtering | BENNETT, STUART D | 2481 | §103 | Final Rejection | — | Pending | May 16, 2022 |
| 17737327 | CIRCUIT MODULE AND METHOD FOR PERFORMING MATRIX MULTIPLICATION | DE LA GARZA, CARLOS HEBERTO | 2182 | §102§112 | Non-Final OA | 17d overdue | Pending | May 05, 2022 |
| 17727015 | ATTRIBUTE AND RATING CO-EXTRACTION | SHAIKH, ZEESHAN MAHMOOD | 2658 | §101§112 | Final Rejection | 13d | Pending | Apr 22, 2022 |
| 17554656 | OPTIMAL KNOWLEDGE DISTILLATION SCHEME | YOUNG, KEVIN L. | 2194 | §103 | Non-Final OA | 120d overdue | Pending | Dec 17, 2021 |
| 17532480 | IMAGE ANNOTATING METHOD, CLASSIFICATION METHOD AND MACHINE LEARNING MODEL TRAINING METHOD | TAYLOR, MEREDITH IREENE DUPAI | 2671 | §103 | Final Rejection | — | Pending | Nov 22, 2021 |
| 17487852 | CONVOLUTIONAL NEURAL NETWORK-BASED FILTER FOR VIDEO CODING | ABOU EL SEOUD, MOHAMED | 2148 | §102§103 | Final Rejection | — | Pending | Sep 28, 2021 |
| 17477257 | SUBPICTURE ENTITY GROUPS IN VIDEO CODING | HESS, MICHAEL J | 2481 | §103 | Final Rejection | 4d overdue | Pending | Sep 16, 2021 |
| 17348246 | AUTOMATICALLY AND EFFICIENTLY GENERATING SEARCH SPACES FOR NEURAL NETWORK | SACKALOSKY, COREY MATTHEW | 2128 | §101 | Non-Final OA | — | Pending | Jun 15, 2021 |
| 17187667 | METHODS OF CODING IMAGES/VIDEOS WITH ALPHA CHANNELS | DEMOSKY, PATRICK E | 2486 | §103 | Non-Final OA | — | Pending | Feb 26, 2021 |
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