Prosecution Insights
Prosecution Insights
83 pending office actions • 47 art units • 82 examiners • 0 of 83 (0%) have an AI response strategy ready • 138 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 28 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. 28 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 (7%) |
| §101 + other | 12 (14%) |
| §103 only | 36 (43%) |
| §102 only | 7 (8%) |
| §112 only | 2 (2%) |
| Double-patenting only | 1 (1%) |
| Double-patenting + other | 1 (1%) |
| Multi-statute (no §101) | 18 (22%) |
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 |
|---|---|---|---|
| NGUYEN, DUY KHUONG THANH | 2 | 81.7% | +34.4% |
| MARANDI, JAMES R | 1 | 60.2% | +27.7% |
| SYED, FARHAN M | 1 | 75.1% | +23.2% |
| PENG, HUAWEN A | 1 | 82.3% | +20.3% |
| CHONG, HANNA | 1 | — | — |
| DHAKAD, RUPALI | 1 | 37.1% | +30.0% |
| DAGNEW, SABA | 1 | 37.7% | +17.6% |
| TORRENTE, RICHARD T | 1 | 69.7% | +14.0% |
| LAM, PHILIP HUNG FAI | 1 | 84.7% | +48.0% |
| ZEROUAL, OMAR | 1 | 33.7% | +39.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19142924 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR INFORMATION PROCESSING | PENG, HUAWEN A | — |
| 18817627 | METHOD AND APPARATUS FOR EXECUTING PROGRAM SERVICE LOGIC, DEVICE AND MEDIUM | NGUYEN, DUY KHUONG THANH | — |
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 |
| 17538938 | IMAGE ATTRIBUTE CLASSIFICATION METHOD, APPARATUS, ELECTRONIC DEVICE, MEDIUM AND PROGRAM PRODUCT | LI, RUIPING | 26d 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 |
| 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 |
|---|---|---|---|
| 19024468 | BUSINESS INFORMATION GENERATION | ZEROUAL, OMAR | 8d overdue |
| 19053359 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR WORKFLOW AUTOMATION | DAGNEW, SABA | 4d overdue |
| 19319496 | CONTENT PREPROCESSING | MARANDI, JAMES R | — |
| 19161213 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR DATA QUERY | SYED, FARHAN M | — |
| 19142924 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR INFORMATION PROCESSING | PENG, HUAWEN A | — |
| 19106832 | METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM FOR SERVICE REQUEST PROCESSING | DHAKAD, RUPALI | — |
| 19038574 | MOTION CANDIDATE DERIVATION WITH SEARCH ORDER AND CODING MODE | TORRENTE, RICHARD T | — |
| 18997796 | TEXT TRANSLATION METHOD AND APPARATUS, ELECTRONIC DEVICE AND MEDIUM | LAM, PHILIP HUNG FAI | — |
| Art Unit | Apps |
|---|---|
| 2618 | 4 |
| 2613 | 3 |
| 2611 | 3 |
| 2421 | 2 |
| 2161 | 2 |
| 2616 | 2 |
| 2486 | 2 |
| 2658 | 2 |
| 2168 | 2 |
| 2481 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19319496 | CONTENT PREPROCESSING | MARANDI, JAMES R | 2421 | §102§103 | Non-Final OA | — | Pending | Sep 04, 2025 |
| 19161213 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR DATA QUERY | SYED, FARHAN M | 2161 | §102 | Non-Final OA | — | Pending | Aug 29, 2025 |
| 19142924 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR INFORMATION PROCESSING | PENG, HUAWEN A | 2169 | §102 | Non-Final OA | — | Pending | Jun 24, 2025 |
| 19207152 | VIDEO CONTENT PROCESSING | CHONG, HANNA | 4100 | §103§112 | Non-Final OA | — | Pending | May 13, 2025 |
| 19106832 | METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM FOR SERVICE REQUEST PROCESSING | DHAKAD, RUPALI | 2437 | §101§103§112 | Non-Final OA | — | Pending | Feb 26, 2025 |
| 19053359 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR WORKFLOW AUTOMATION | DAGNEW, SABA | 3621 | §101§103 | Final Rejection | 4d overdue | Pending | Feb 13, 2025 |
| 19038574 | MOTION CANDIDATE DERIVATION WITH SEARCH ORDER AND CODING MODE | TORRENTE, RICHARD T | 2485 | §102§103 | Non-Final OA | — | Pending | Jan 27, 2025 |
| 18997796 | TEXT TRANSLATION METHOD AND APPARATUS, ELECTRONIC DEVICE AND MEDIUM | LAM, PHILIP HUNG FAI | 2656 | §101§112 | Non-Final OA | — | Pending | Jan 22, 2025 |
| 19024468 | BUSINESS INFORMATION GENERATION | ZEROUAL, OMAR | 3628 | §103 | Final Rejection | 8d overdue | Pending | Jan 16, 2025 |
| 19013214 | IMAGE EDITING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | MCDOWELL, JR, MAURICE L | — | §103 | Non-Final OA | — | Pending | Jan 08, 2025 |
| 18878833 | METHOD AND APPARATUS FOR RETURN EVALUATION, DEVICE AND STORAGE MEDIUM | CAO, VINCENT M | 3622 | §101 | Final Rejection | 3d overdue | Pending | Dec 24, 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 |
| 18977665 | GAME MAKER MODEL FOR GENERATING GAME APPLICATIONS | DEODHAR, OMKAR A | 3715 | §102§103 | Non-Final OA | — | Pending | Dec 11, 2024 |
| 18976227 | EFFECTS GENERATION MODEL | PROTAZI, BRIGITER DIVULALE | 2612 | §103 | 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 |
| 18873469 | IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | DESIRE, GREGORY M | — | §102 | 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 |
| 18873161 | IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | WELCH, DAVID T | — | §102§103 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18967968 | METHOD, DEVICE AND MEDIUM FOR DETECTING KEY SEGMENTS IN AUDIO OR VIDEO | THOMAS-HOMESCU, ANNE L | — | §101§103 | Non-Final OA | — | Pending | Dec 04, 2024 |
| 18967297 | METHOD, APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM FOR PROCESSING A CONTENT RECOMMENDATION REQUEST | SALL, EL HADJI MALICK | 2457 | §102 | Non-Final OA | — | Pending | Dec 03, 2024 |
| 18869808 | METHOD AND APPARATUS FOR RENDERING VIRTUAL AVATAR, ELECTRONIC DEVICE AND STORAGE MEDIUM | ZALALEE, SULTANA MARCIA | 2611 | §103§112 | Non-Final OA | — | Pending | Nov 26, 2024 |
| 18863900 | METHOD AND APPARATUS FOR GENERATING SONG LIST, ELECTRONIC DEVICE, AND STORAGE MEDIUM | PEREZ-ARROYO, RAQUEL | 2161 | §103 | Non-Final OA | 28d | Pending | Nov 07, 2024 |
| 18938503 | METHOD AND SYSTEM, DEVICE, AND STORAGE MEDIUM FOR REPLYING | ADESANYA, OLUJIMI A | — | §101§102 | Non-Final OA | — | Pending | Nov 06, 2024 |
| 18932348 | METHOD, DEVICE, AND STORAGE MEDIUM FOR CONTENT RECOMMENDATION | DAUD, ABDULLAH AHMED | 2164 | §103 | Non-Final OA | — | Pending | Oct 30, 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 |
| 18923549 | TEMPORALLY CONSISTENT HUMAN IMAGE ANIMATION METHOD | BAYNES, SAMUEL DAVID | — | §103§112 | Non-Final OA | — | Pending | Oct 22, 2024 |
| 18913935 | METHOD, APPARATUS, ELECTRONIC DEVICE, MEDIUM AND PRODUCT FOR VIDEO BITRATE ADJUSTMENT | LIN, JASON K | 2425 | §103 | Final Rejection | — | Pending | Oct 11, 2024 |
| 18853397 | COLOR CLASSIFICATION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | LIN, JESSICA YIFANG | — | §102§103 | Non-Final OA | — | Pending | Oct 01, 2024 |
| 18900323 | METHOD FOR DETERMINING AN EFFECT VIDEO, ELECTRONIC DEVICE AND STORAGE MEDIUM | YANG, YI | 2616 | §103 | Final Rejection | 26d overdue | Pending | Sep 27, 2024 |
| 18891729 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR PROCESSING INFORMATION | CHOWDHURY, RAYEEZ R | — | §101§103 | Non-Final OA | — | Pending | Sep 20, 2024 |
| 18844909 | LINE EFFECT PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PRODUCT | OCHSNER, ISABELLA PAIGE | 2618 | §103§112 | Final Rejection | 21d | Pending | Sep 06, 2024 |
| 18821791 | IMAGE PROCESSING | SUMMERS, GEOFFREY E | — | DP | 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 |
| 18820102 | IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | TSENG, CHARLES | 2613 | §103 | Final Rejection | 30d | Pending | Aug 29, 2024 |
| 18817627 | METHOD AND APPARATUS FOR EXECUTING PROGRAM SERVICE LOGIC, DEVICE AND MEDIUM | NGUYEN, DUY KHUONG THANH | — | §103 | Non-Final OA | — | Pending | Aug 28, 2024 |
| 18813829 | FILTER STRUCTURE FOR INFRARED CAMERA, INFRARED CAMERA AND VIRTUAL REALITY DEVICE | BOOHER, ADAM W | — | §102§103§112 | Non-Final OA | — | Pending | Aug 23, 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 | Final Rejection | 35d overdue | Pending | Aug 09, 2024 |
| 18793751 | EXPERIMENTAL PARAMETER TESTING | NGUYEN, DUY KHUONG THANH | — | §101§102 | Non-Final OA | — | Pending | Aug 03, 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 |
| 18787432 | DETERMINING SPEED CHANGE RATIO FOR AUDIO SAMPLES | WEAVER, ADAM MICHAEL | 2658 | §101 | Final Rejection | 4d overdue | Pending | Jul 29, 2024 |
| 18832857 | METHOD AND APPARATUS FOR PROCESSING EFFECT IMAGE, ELECTRONIC DEVICE, AND STORAGE MEDIUM | NGUYEN, PHU K | 2616 | §103 | Final Rejection | 44d overdue | Pending | Jul 24, 2024 |
| 18782126 | PERSONALIZED CONTENT GRADIENT CREATION | NGUYEN, DUNE NGOC | 2618 | §103 | Final Rejection | 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 |
| 18758347 | FAULT IDENTIFICATION AND RECOVERY FOR DISTRIBUTED TRAINING | LIN, KATHERINE Y | 2113 | §102 | Non-Final OA | 42d overdue | Pending | Jun 28, 2024 |
| 18755479 | UNSUPERVISED LEARNING WITH SYNTHETIC DATA AND ATTENTION MASKS | HE, WEIMING | 2611 | §103 | Final Rejection | 5d overdue | Pending | Jun 26, 2024 |
| 18751609 | METHOD AND APPARATUS FOR DATA INQUIRY, ELECTRONIC DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCT | OWYANG, MICHELLE N | 2168 | §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 |
| 18744001 | CREATING PHYSICS-BASED CONTENT | HAKALA, ALAN GREGORY | 2617 | §103 | Final Rejection | — | Pending | Jun 14, 2024 |
| 18644431 | DISPLAY METHOD AND DISPLAY APPARATUS FOR IMAGE-TEXT CONTENTS, STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT | RIEGLER, PATRICK F | 2171 | §103 | Final Rejection | 10d overdue | Pending | Apr 24, 2024 |
| 18642423 | AUGMENTED REALITY EFFECTS ON BLOCKCHAIN | CRADDOCK, ROBERT J | 2618 | §112DPOther | Non-Final OA | — | Pending | Apr 22, 2024 |
| 18640868 | REMOTE MEMORY BRIDGE AND METHOD FOR OPERATION | LEE, CHUN KUAN | 2181 | §103 | Non-Final OA | — | Pending | Apr 19, 2024 |
| 18604023 | METHOD AND APPARATUS FOR SPLIT LEARNING, ELECTRONIC DEVICE AND MEDIUM | WASAFF, JOHN S. | — | §101§103 | Non-Final OA | — | Pending | Mar 13, 2024 |
| 18599116 | COMPOUNDS AND THE USES AND PHARMACEUTICAL COMPOSITIONS THEREOF | KIFLE, BRUCK | 1624 | §112 | Final Rejection | — | Pending | Mar 07, 2024 |
| 18598883 | DISENTANGLED RECURRENT REPRESENTATION LEARNING FOR VIDEO GENERATION | ROZ, MARK | 2675 | §102§103 | Non-Final OA | — | 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 |
| 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 |
| 18568734 | INFORMATION PROCESSING METHOD AND APPARATUS, DEVICE, MEDIUM, AND PRODUCT | DAVIS, CHENEA | 2421 | §103 | Final Rejection | — | 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 |
| 18520290 | GENERATING PROTEIN SEQUENCES USING MACHINE LEARNING MODELS | ABOU EL SEOUD, MOHAMED | — | §101§103 | Non-Final OA | — | Pending | Nov 27, 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 | Final Rejection | — | Pending | Sep 08, 2023 |
| 18277857 | LYRIC FILE GENERATION METHOD AND APPARATUS | CRESPO FEBLES, HECTOR J | 2657 | §102§103 | Non-Final OA | — | Pending | Aug 18, 2023 |
| 18252559 | DATA PROTECTION METHOD, APPARATUS, MEDIUM AND DEVICE | TRAN, QUOC A | 2145 | §101 | Non-Final OA | 30d overdue | Pending | May 11, 2023 |
| 18056001 | WEB AUTHENTICATION FOR NATIVE APPLICATION | OLAEGBE, MUDASIRU K | 2495 | §103 | Non-Final OA | — | Pending | Nov 16, 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 |
| 18053851 | AUTOMATIC DATA GENERATION | RODRIGUEZ, ANTHONY JASON | 2672 | §103 | Final Rejection | 30d overdue | Pending | Nov 09, 2022 |
| 17874817 | Partitioning Information In Neural Network-Based Video Coding | BRUMFIELD, SHANIKA M | 2487 | §103 | Non-Final OA | 3d overdue | Pending | Jul 27, 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 |
| 17538938 | IMAGE ATTRIBUTE CLASSIFICATION METHOD, APPARATUS, ELECTRONIC DEVICE, MEDIUM AND PROGRAM PRODUCT | LI, RUIPING | 2676 | §102§103 | Final Rejection | 26d overdue | Pending | Nov 30, 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 |
| 17477257 | SUBPICTURE ENTITY GROUPS IN VIDEO CODING | HESS, MICHAEL J | 2481 | §103 | Final Rejection | 4d overdue | Pending | Sep 16, 2021 |
| 17353425 | SPECTRUM ALGORITHM WITH TRAIL RENDERER | CHEN, YU | 2613 | §103 | Final Rejection | 36d overdue | Pending | Jun 21, 2021 |
| 17348246 | AUTOMATICALLY AND EFFICIENTLY GENERATING SEARCH SPACES FOR NEURAL NETWORK | SACKALOSKY, COREY MATTHEW | 2128 | §101 | Non-Final OA | — | Pending | Jun 15, 2021 |
| 17342486 | MULTI-RESOLUTION NEURAL NETWORK ARCHITECTURE SEARCH SPACE FOR DENSE PREDICTION TASKS | TRAN, AMY NMN | 2126 | §103 | Final Rejection | — | Pending | Jun 08, 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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