Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Communications
190 pending office actions • 80 art units • 166 examiners • 0 of 190 (0%) have an AI response strategy ready • 446 patents granted in the last 365 days
Adobe Inc. has a substantial portfolio featuring 189 pending office actions in the Communications technology area. This large volume of work is distributed among 165 distinct examiners. The applications are further categorized into 80 distinct art units, reflecting a vast and technically diverse range of communication technologies under review. The involvement of 80 distinct art units indicates that Adobe's prosecution strategy must account for a wide array of examiner behaviors and art unit specific trends across the 189 pending office actions.
The busiest examiner for this portfolio is BARHAM, RYAN ALLEN, who is managing 6 pending office actions. While this is the highest count for a single examiner, it represents a small fraction of the total pending actions. Because there are 165 distinct examiners, the company must manage a high volume of individual examiner interactions. This broad distribution across the various art units requires a highly coordinated effort to ensure consistency in prosecution across the many different specialized groups. The 6 pending office actions assigned to BARHAM, RYAN ALLEN represent the most concentrated point of contact in the portfolio.
Based on the USPTO statutory response window for each pending office action. 55 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. 55 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 | 11 (6%) |
| §101 + other | 47 (25%) |
| §103 only | 85 (45%) |
| §102 only | 7 (4%) |
| §112 only | 2 (1%) |
| Double-patenting only | 1 (1%) |
| Double-patenting + other | 2 (1%) |
| Multi-statute (no §101) | 35 (18%) |
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 |
|---|---|---|---|
| BARHAM, RYAN ALLEN | 6 | 52.9% | +57.1% |
| SHENG, XIN | 3 | 73.1% | +16.8% |
| WU, YANNA | 3 | 80.9% | +34.4% |
| PARCHER, DANIEL W | 3 | 61.2% | +57.5% |
| DAGNEW, SABA | 3 | 37.5% | +17.6% |
| THOMAS, SOUMYA | 2 | 60.0% | -16.7% |
| BLOOMQUIST, KEITH D | 2 | 63.0% | +18.4% |
| SZE, BRIANA | 2 | 100.0% | +0.0% |
| MERCADO, GABRIEL S | 2 | 42.9% | +25.7% |
| HUTCHESON, CODY DOUGLAS | 2 | 62.5% | +37.5% |
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 |
|---|---|---|---|
| 18956138 | JOINT INTRINSIC LAYERS FROM LATENT DIFFUSION MODELS | WU, YANNA | — |
| 18924508 | GENERATING COLLAGE DIGITAL IMAGES BY COMBINING SCENE LAYOUTS AND PIXEL COLORS UTILIZING GENERATIVE NEURAL NETWORKS | WU, YANNA | — |
| 18816693 | VIDEO DIFFUSION USING SUPERPOSITION NETWORK ARCHITECTURE SEARCH | SZE, BRIANA | — |
| 18815692 | MATERIAL SELECTION AND APPLICATION FOR THREE-DIMENSIONAL ("3D") SURFACE TEXTURING USING LARGE LANGUAGE MODELS ("LLMS") | SZE, BRIANA | — |
| 18481719 | IMAGE AND DEPTH MAP GENERATION USING A CONDITIONAL MACHINE LEARNING | WU, YANNA | — |
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 |
|---|---|---|---|
| 18123673 | ANOMALOUS DATA IDENTIFICATION FOR TABULAR DATA | PHAM, JESSICA THUY | 56d overdue |
| 18662025 | TECHNIQUES TO PREDICT INTERACTIONS UTILIZING HIDDEN MARKOV MODELS | HENRY, MATTHEW D | 42d overdue |
| 18609625 | CLUSTERING USERS ACCORDING TO CAUSAL RELATIONSHIPS AMONG USER DATA | GOLDBERG, IVAN R | 38d overdue |
| 18104946 | CLASSIFYING INCORPORATION METRICS | CHIUSANO, ANDREW TSUTOMU | 31d overdue |
| 17980790 | PREDICTIVE AGENTS FOR MULTI-ROUND CONVERSATIONAL RECOMMENDATIONS OF BUNDLED ITEMS | SULLIVAN, THOMAS J | 22d overdue |
| 18322310 | PANOPTIC MASK PROPAGATION WITH ACTIVE REGIONS | HUBER, JEREMIAH CHARLES | 17d overdue |
| 18477670 | SYSTEMS AND METHODS FOR DATA CLUSTERING USING MACHINE LEARNING | LE, HUNG D | 15d overdue |
| 18300721 | STRUCTURED DOCUMENT GENERATION FROM TEXT PROMPTS | STORK, KYLE R | 9d overdue |
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 |
|---|---|---|---|
| 18593834 | SUMMARY PAGE GENERATION USING DOCUMENTS | MERCADO, GABRIEL S | 117d overdue |
| 18332163 | MULTI-ATTRIBUTE FACE EDITING | BARHAM, RYAN ALLEN | 8d overdue |
| 18477735 | SYSTEMS AND METHODS FOR CONTEXTUAL CONTENT GENERATION | DAGNEW, SABA | 5d |
| 18592313 | APPLYING AND BLENDING NEW TEXTURES TO SURFACES ACROSS FRAMES OF A VIDEO SEQUENCE | BARHAM, RYAN ALLEN | 14d |
| 17841569 | ADAPTIVE OBJECT SNAPPING FOR PERSPECTIVE IMAGES | BARHAM, RYAN ALLEN | 22d |
| 18372462 | GENERATIVE ARTIFICIAL INTELLIGENCE POWERED RESPONSE GENERATION, VALIDATION, AND AUGMENTATION | HUTCHESON, CODY DOUGLAS | 28d |
| 18610628 | SELECTIVE OBJECT-LEVEL UNDO | MERCADO, GABRIEL S | 33d |
| 18799247 | POINT-BASED NEURAL RADIANCE FIELD FOR THREE DIMENSIONAL SCENE REPRESENTATION | SHENG, XIN | 55d |
| Art Unit | Apps |
|---|---|
| 2613 | 10 |
| 2615 | 8 |
| 2611 | 7 |
| 2614 | 6 |
| 2174 | 6 |
| 2617 | 5 |
| 2659 | 5 |
| 2171 | 5 |
| 3625 | 5 |
| 2141 | 5 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19226722 | COLLABORATIVE EDITING OF VECTOR GRAPHICS | DHARIA, PRABODH M | — | §103§112DP | Non-Final OA | — | Pending | Jun 03, 2025 |
| 19224516 | INTERACTIVE TREE REPRESENTING ATTRIBUTE QUALITY OR CONSUMPTION METRICS FOR DATA INGESTION AND OTHER APPLICATIONS | BULLOCK, JOSHUA | 2153 | §102§103 | Final Rejection | — | Pending | May 30, 2025 |
| 19205479 | MANAGING DIGITAL ASSETS STORED AS COMPONENTS AND PACKAGED FILES | MINCEY, JERMAINE A | 2159 | §101§103 | Non-Final OA | — | Pending | May 12, 2025 |
| 19192026 | COLLABORATION CONTROLS FOR DOCUMENT SECTIONS | DAILEY, THOMAS J | 2447 | §102§103Other | Non-Final OA | — | Pending | Apr 28, 2025 |
| 19065123 | MULTIMODAL LARGE LANGUAGE MODEL 3D GENERATION | SHENG, XIN | 2619 | §103 | Non-Final OA | — | Pending | Feb 27, 2025 |
| 19064948 | TARGET-AUGMENTED MATERIAL MAPS | SHENG, XIN | — | DP | Non-Final OA | — | Pending | Feb 27, 2025 |
| 19056149 | MATERIAL SELECTION AND SEGMENTATION OF 3D OBJECTS | BEARD, CHARLES LLOYD | 2611 | §103 | Non-Final OA | — | Pending | Feb 18, 2025 |
| 19035524 | MODIFYING VECTOR ART VIA LIVE COLOR REDUCTION USING COLOR CLUSTERING AND PATH DOMINANCE | BARHAM, RYAN ALLEN | 2613 | §102§103 | Non-Final OA | — | Pending | Jan 23, 2025 |
| 19028973 | GENERATING ANGULAR SNAPPING GUIDES FOR MANIPULATING VECTOR-BASED DESIGNS | LIU, GORDON G | 2618 | §103 | Final Rejection | — | Pending | Jan 17, 2025 |
| 19018439 | DIGITAL CONTENT COEDITING | JACOBS-BURTON, LASHONDA T | 2457 | §103 | Non-Final OA | — | Pending | Jan 13, 2025 |
| 19018530 | DIGITAL CONTENT COEDITING SERIALIZATION SUPPORT | BAYOU, YONAS A | 2499 | §102§112 | Non-Final OA | — | Pending | Jan 13, 2025 |
| 19012593 | DETECTING GENERATED IMAGES PROMPTED WITH ARTIST NAMES | GALERA, PATRICK PAUL CONTRER | 2617 | §102§103 | Non-Final OA | — | Pending | Jan 07, 2025 |
| 19009797 | ORGANIZING A GRAPHIC DESIGN DOCUMENT USING SEMANTIC LAYERS | DEMETER, HILINA K | — | §103 | Non-Final OA | — | Pending | Jan 03, 2025 |
| 19004073 | AUTOMATIC ANIMATION OF VISUAL CONTENT | THOMPSON, JAMES A | 2615 | §103 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 18975617 | CORNER AWARE VECTOR PATH IMITATION WITH DYNAMIC OFFSET | RIVERA-MARTINEZ, GUILLERMO M | 2677 | §102§112 | Non-Final OA | — | Pending | Dec 10, 2024 |
| 18958104 | ADAPTIVE CLASSIFIER FREE GUIDANCE FOR DIFFUSION MODEL IMAGE GENERATION | BROWN, SHEREE N | 2612 | §102§103 | Non-Final OA | — | Pending | Nov 25, 2024 |
| 18958493 | SELF-IMPROVING DIFFUSION MODELS WITH SYNTHETIC DATA | HARRISON, CHANTE E | 2615 | §102§103§112 | Non-Final OA | — | Pending | Nov 25, 2024 |
| 18957817 | MASKED LATENT DECODER FOR IMAGE INPAINTING | BARHAM, RYAN ALLEN | — | §102§103 | Final Rejection | — | Pending | Nov 24, 2024 |
| 18957772 | SUBJECT DRIVEN IMAGE EDITING | GE, JIN | 2619 | §103 | Non-Final OA | — | Pending | Nov 24, 2024 |
| 18956508 | CONTROLLABLE IMAGE SYNTHESIS USING EDITABLE IMAGE ELEMENTS | CAI, PHUONG HAU | 2673 | §102§103 | Non-Final OA | — | Pending | Nov 22, 2024 |
| 18956138 | JOINT INTRINSIC LAYERS FROM LATENT DIFFUSION MODELS | WU, YANNA | 2615 | §103 | Non-Final OA | — | Pending | Nov 22, 2024 |
| 18957257 | GRAPH-BASED CONTEXT RETRIEVAL FOR LARGE LANGUAGE MODELS | AZIZ, SHEZA ABDUL | 2657 | §103 | Non-Final OA | — | Pending | Nov 22, 2024 |
| 18955806 | CONTROLLABLE IMAGE SYNTHESIS FOR TRANSFORMER-BASED IMAGE GENERATION MODELS | WELCH, DAVID T | 2613 | §102§103 | Non-Final OA | — | Pending | Nov 21, 2024 |
| 18954880 | DUAL CROP SAMPLING FOR GENERATIVE INPAINTING | HELCO, NICHOLAS JOHN | 2667 | §102§103§112 | Non-Final OA | — | Pending | Nov 21, 2024 |
| 18952023 | UTILIZING A GENERATIVE NEURAL NETWORK TO INTERACTIVELY CREATE AND MODIFY DIGITAL IMAGES BASED ON NATURAL LANGUAGE FEEDBACK | AUGUSTIN, MARCELLUS | — | §102§103 | Non-Final OA | — | Pending | Nov 19, 2024 |
| 18948089 | CONTROLLING DEPTH SENSITIVITY IN CONDITIONAL TEXT-TO-IMAGE | MARCELINO HERNAND, JASMIN | — | §103 | Non-Final OA | — | Pending | Nov 14, 2024 |
| 18948039 | ONE-STEP INFERENCE FOR PRIOR MODEL IN TEXT-TO-IMAGE SYNTHESIS | ROBINSON, TERRELL M | 2614 | §102§103 | Non-Final OA | — | Pending | Nov 14, 2024 |
| 18946080 | AUGMENTING FUNCTIONALITY OF GENERATIVE LANGUAGE MODELS USING A HYBRID ATTENTION METHOD | SIRJANI, FARIBA | 2659 | §102 | Non-Final OA | — | Pending | Nov 13, 2024 |
| 18942726 | SCHEMATIC REPRESENTATION UNDERSTANDING USING MACHINE LEARNING | COLUCCI, MICHAEL C | 2655 | §103 | Non-Final OA | — | Pending | Nov 10, 2024 |
| 18941579 | GENERATING MULTIPLE SEGMENTATION MASKS IN A SINGLE MODEL WITH MULTI-TASK QUERY DECODERS | LEMIEUX, IAN L | 2669 | §103§112 | Non-Final OA | — | Pending | Nov 08, 2024 |
| 18941647 | REFINING IMAGE MASKS WITH A MASK REFINEMENT NEURAL NETWORK TRAINED ON SIMULATED MASKS WITH POINT-SAMPLING LOSSES | PERLMAN, DAVID S | 2673 | §103 | Non-Final OA | — | Pending | Nov 08, 2024 |
| 18942192 | EFFICIENT VISUAL ENCODING USING LIGHTWEIGHT VISUAL ENCODERS | ADEDIRAN, ABDUL -SAMAD A | 2621 | §112 | Non-Final OA | — | Pending | Nov 08, 2024 |
| 18933259 | GENERATING SCALABLE VECTOR GRAPHIC IMAGES BOUND TO INSIGHT-BACKING DATA | DU, HAIXIA | 2611 | §103 | Non-Final OA | — | Pending | Oct 31, 2024 |
| 18930606 | GENERATING PREDICTED DOCUMENT SUMMARY-CONSISTENCY METRICS USING MACHINE LEARNING MODELS AND AN EXPANDING GRANULARITY ANALYSIS | HAILU, TADESSE | 2174 | §102 | Non-Final OA | — | Pending | Oct 29, 2024 |
| 18925290 | REAL-TIME TEXT-BASED DISENTANGLED REAL IMAGE EDITING | ADAMS, CARL | 2627 | §103 | Final Rejection | — | Pending | Oct 24, 2024 |
| 18924508 | GENERATING COLLAGE DIGITAL IMAGES BY COMBINING SCENE LAYOUTS AND PIXEL COLORS UTILIZING GENERATIVE NEURAL NETWORKS | WU, YANNA | 2615 | §103 | Final Rejection | — | Pending | Oct 23, 2024 |
| 18916334 | GENERATIVE AUDIO EXTENSION | PENDLETON, BRIAN T | 2425 | §103 | Non-Final OA | — | Pending | Oct 15, 2024 |
| 18916070 | GENERATING BLENDED TEXT OBJECTS THAT PRESERVE VISUAL TEXT OBJECT CHARACTERISTICS | VU, KIEU D | 2171 | §101§103§112 | Non-Final OA | — | Pending | Oct 15, 2024 |
| 18915622 | GENERATIVE EXPAND IN IMAGE EDITING APPLICATIONS | REPSHER III, JOHN T | — | §102§103 | Non-Final OA | — | Pending | Oct 15, 2024 |
| 18915028 | MAPPING TWO-DIMENSIONAL ("2D") SURFACES TO THREE-DIMENSIONAL ("3D") SURFACES BASED ON CORRESPONDING ANCHOR POINTS | BARHAM, RYAN ALLEN | 2613 | §103 | Final Rejection | — | Pending | Oct 14, 2024 |
| 18910902 | ALTERNATIVE AND ASYNCHRONOUS DIGITAL CONTENT GENERATION USING MACHINE LEARNING | LELAND III, EDWIN S | 2654 | §101 | Non-Final OA | — | Pending | Oct 09, 2024 |
| 18908075 | CONTROLLING COMPOSITION AND STRUCTURE IN GENERATED IMAGES | LI, JAI WEI TOMMY | 2613 | §103 | Non-Final OA | — | Pending | Oct 07, 2024 |
| 18908531 | MACHINE LEARNING MODELS FOR EXPOSURE DEFECT CLASSIFICATION IN IMAGES | ISMAIL, OMAR S | — | §103 | Non-Final OA | — | Pending | Oct 07, 2024 |
| 18906870 | MODIFYING DIGITAL IMAGES FROM TEXT VIA MULTI-REGION LOCALIZED STYLE TRANSFER | JANSEN II, MICHAEL J | 2626 | §102§103 | Final Rejection | — | Pending | Oct 04, 2024 |
| 18903274 | DESIGN DOCUMENT GENERATION FROM TEXT | TITCOMB, WILLIAM D | — | §102 | Non-Final OA | — | Pending | Oct 01, 2024 |
| 18900062 | CYCLIC GUIDANCE FOR MASK-BASED VIDEO MATTING | WINDSOR, COURTNEY J | 2661 | §102 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18900232 | VIDEO TIMELINE ASSEMBLY BASED ON TEXT INSTRUCTIONS USING MACHINE LEARNING | MAHROUKA, WASSIM | 2665 | §102 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18900362 | CROPPING FOR EFFICIENT THREE-DIMENSIONAL DIGITAL RENDERING | CHEN, FRANK S | 2611 | §103 | Final Rejection | — | Pending | Sep 27, 2024 |
| 18897254 | GENERATING SEGMENTATIONS OF SEMANTICALLY RELEVANT OBJECTS FROM VECTOR IMAGES USING VECTOR HIERARCHY SEARCHING | GARCIA, PAULO ANDRES | 2669 | §101§103 | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18894443 | VIDEO GENERATION USING FRAME-WISE TOKEN EMBEDDINGS | DANG, PHILIP | 2424 | §103 | Non-Final OA | — | Pending | Sep 24, 2024 |
| 18893422 | CONTINUALLY EVALUATING AND MODIFYING ARTIFICIAL INTELLIGENCE ASSISTANT | KY, KEVIN | 2671 | §103 | Non-Final OA | — | Pending | Sep 23, 2024 |
| 18893571 | AUTOMATIC IMAGE CROPPING USING GENERATIVE ARTIFICIAL INTELLIGENCE | THOMAS, SOUMYA | 2664 | §101§103§112 | Non-Final OA | — | Pending | Sep 23, 2024 |
| 18890216 | CROSS-CHANNEL EVENT STITCHING USING IDENTITY GRAPHS | ANDERSEN, KRISTOPHER E | 2159 | §103DP | Final Rejection | — | Pending | Sep 19, 2024 |
| 18890428 | Graphics Processing Unit Instancing Control | CHIN, MICHELLE | 2614 | §103 | Non-Final OA | — | Pending | Sep 19, 2024 |
| 18887334 | UTILIZING A DEPTH PREDICTION MACHINE LEARNING MODEL TO GENERATE COMPRESSED LOG DEPTH MAPS AND MODIFIED DIGITAL IMAGES | SIVJI, NIZAR N | — | §101§103Other | Non-Final OA | — | Pending | Sep 17, 2024 |
| 18887787 | DENOISING DIGITAL IMAGES WITH NATURAL NOISE UTILIZING A DOMAIN GAP GENERATIVE ADVERSARIAL NEURAL NETWORK | ROSARIO, DENNIS | 2676 | §101§102§103§112 | Non-Final OA | — | Pending | Sep 17, 2024 |
| 18887832 | DIGITAL ANIMATION GENERATION | USSERY, CAIDEN ALEXANDER | 2611 | §103 | Non-Final OA | — | Pending | Sep 17, 2024 |
| 18822367 | DIGITAL CONTENT LAYOUT ENCODING FOR SEARCH | SABAH, HARIS | 2682 | §101§103DP | Final Rejection | — | Pending | Sep 02, 2024 |
| 18819054 | HANDLING COMPLEX STRUCTURES FOR SENTENCE PARAPHRASING UTILIZING A LANGUAGE MODEL | BLOOMQUIST, KEITH D | 2171 | §102§103 | Non-Final OA | — | Pending | Aug 29, 2024 |
| 18816366 | MODULATING FIDELITY AND DETAIL IN IMAGE VECTORIZATION | CHEN, YU | 2613 | §103 | Final Rejection | — | Pending | Aug 27, 2024 |
| 18816693 | VIDEO DIFFUSION USING SUPERPOSITION NETWORK ARCHITECTURE SEARCH | SZE, BRIANA | 2614 | §103 | Non-Final OA | — | Pending | Aug 27, 2024 |
| 18815061 | CONTENT-ADAPTIVE TUTORIALS FOR GRAPHICS EDITING TOOLS IN A GRAPHICS EDITING SYSTEM | BARNES JR, CARL E | — | §103§112Other | Non-Final OA | — | Pending | Aug 26, 2024 |
| 18815692 | MATERIAL SELECTION AND APPLICATION FOR THREE-DIMENSIONAL ("3D") SURFACE TEXTURING USING LARGE LANGUAGE MODELS ("LLMS") | SZE, BRIANA | 2614 | §103 | Non-Final OA | — | Pending | Aug 26, 2024 |
| 18812113 | NEURAL ARCHITECTURE SEARCH FOR IMAGE GENERATION MODELS | SUN, HAI TAO | 2616 | §103 | Non-Final OA | — | Pending | Aug 22, 2024 |
| 18804426 | SEMANTIC TEXT ZOOM | FABER, DAVID | 2172 | §101§102§103 | Non-Final OA | — | Pending | Aug 14, 2024 |
| 18799247 | POINT-BASED NEURAL RADIANCE FIELD FOR THREE DIMENSIONAL SCENE REPRESENTATION | SHENG, XIN | 2619 | §103 | Final Rejection | 55d | Pending | Aug 09, 2024 |
| 18795882 | GENERATING AND SELF-CORRECTING WORKFLOWS FOR EDITING DIGITAL FILES USING LANGUAGE MACHINE LEARNING MODELS | PARCHER, DANIEL W | 2174 | §102§103§112 | Non-Final OA | — | Pending | Aug 06, 2024 |
| 18785914 | SCORE BASED FINE-GRAINED CONTROL OF CONCEPT GENERATION | GOCO, JOHN PATRICK | 2611 | §103 | Final Rejection | 5d overdue | Pending | Jul 26, 2024 |
| 18776953 | TRANSFORMING DIGITAL FRAMES USING RELATIONSHIPS BETWEEN THE DIGITAL FRAMES | LE, JOHNNY TRAN | 2614 | §103 | Final Rejection | 2d overdue | Pending | Jul 18, 2024 |
| 18777072 | GENERATING CONSISTENT OBJECT VIEWS USING UNSUPERVISED FINE-TUNING | HOANG, PETER | 2616 | §102§103 | Final Rejection | — | Pending | Jul 18, 2024 |
| 18775994 | SEGMENTING REGIONS OF VIRTUAL MATERIALS | TSWEI, YU-JANG | 2614 | §103 | Non-Final OA | — | Pending | Jul 17, 2024 |
| 18772807 | CONTEXT AWARE HIGH-FIDELITY MASK GENERATION FOR FINEGRAIN OBJECT INSERTION AND LAYOUT CONTROL | STREGE, JOHN B | 2669 | §101§102§103 | Non-Final OA | — | Pending | Jul 15, 2024 |
| 18773274 | PROMPT AUGMENTATION BASED ON ENTITY TAGGING | MASTERS, KRISTEN MICHELLE | 2659 | §101§102§103 | Final Rejection | 14d | Pending | Jul 15, 2024 |
| 18768482 | GENERATING CHANGE COMPARISONS DURING EDITING OF DIGITAL IMAGES | SETH, MANAV | 2672 | §103Other | Non-Final OA | — | Pending | Jul 10, 2024 |
| 18767044 | RESOURCE-EFFICIENT GENERATIVE MACHINE LEARNING | ALLEN, LUCIUS CAMERON GREE | 2673 | §101§102§103 | Non-Final OA | — | Pending | Jul 09, 2024 |
| 18747778 | CONDITION-BASED IMAGE EDITING | VU, KHOA | 2611 | §103 | Final Rejection | — | Pending | Jun 19, 2024 |
| 18736340 | Token Pruning for Image Generation | STATZ, BENJAMIN TOM | 2611 | §103 | Non-Final OA | — | Pending | Jun 06, 2024 |
| 18680579 | ROBUST AND CONSISTENT VIDEO INSTANCE SEGMENTATION | SOFRONIOU, MICHAEL MARIO | 2661 | §103 | Final Rejection | — | Pending | May 31, 2024 |
| 18680983 | ATTRIBUTION OF DECOMPOSED PARAGRAPHS TO SUPPORTING DOCUMENTS | BLOOMQUIST, KEITH D | 2171 | §102§103 | Final Rejection | — | Pending | May 31, 2024 |
| 18675451 | DOCUMENT-BASED PRESENTATION GENERATION | SOMERS, MARC S | 2159 | §101§103 | Final Rejection | 27d | Pending | May 28, 2024 |
| 18672990 | EVALUATING EDGES OF COLLAPSED IDENTITY GRAPHS FOR IDENTITY RESOLUTION | EL-BATHY, MOHAMED N | 3624 | §101 | Final Rejection | — | Pending | May 23, 2024 |
| 18669137 | LOSSLESS IMAGE COMPRESSION USING BLOCK BASED PREDICTION AND OPTIMIZED CONTEXT ADAPTIVE ENTROPY CODING | HESS, MICHAEL J | 2481 | §103Other | Non-Final OA | — | Pending | May 20, 2024 |
| 18669193 | RESOURCE-AWARE MODEL-DRIVEN LATENCY PREDICTION FOR MODEL SERVING | WILLOUGHBY, ALICIA M | — | §101§102§103§112 | Non-Final OA | — | Pending | May 20, 2024 |
| 18665157 | AUTOMATED MANAGEMENT OF BRAND REPRESENTATION USING ARTIFICIAL INTELLIGENCE | DAGNEW, SABA | 3621 | §101 | Non-Final OA | — | Pending | May 15, 2024 |
| 18662025 | TECHNIQUES TO PREDICT INTERACTIONS UTILIZING HIDDEN MARKOV MODELS | HENRY, MATTHEW D | 3625 | §101§103 | Non-Final OA | 42d overdue | Pending | May 13, 2024 |
| 18654904 | EDITING DIGITAL IMAGES USING EXECUTABLE CODE GENERATED BY LARGE LANGUAGE MODELS FROM NATURAL LANGUAGE INPUT | PRINGLE-PARKER, JASON A | 2617 | §103 | Non-Final OA | — | Pending | May 03, 2024 |
| 18637914 | CUSTOMIZATION ASSISTANT FOR TEXT-TO-IMAGE GENERATION | HOANG, PHI | 2619 | §103 | Non-Final OA | — | Pending | Apr 17, 2024 |
| 18637718 | CONTRIBUTION DATA CALIBRATION | ABOUD, ABDULLAH KHALED | — | §101§103 | Non-Final OA | — | Pending | Apr 17, 2024 |
| 18632933 | GENERATING HIERARCHICAL ENTITY SEGMENTATIONS UTILIZING SELF-SUPERVISED MACHINE LEARNING MODELS | KUDO, KEN | 2671 | §103 | Final Rejection | — | Pending | Apr 11, 2024 |
| 18619667 | GENERATING A DIGITAL POSTER INCLUDING MULTIMODAL CONTENT EXTRACTED FROM A SOURCE DOCUMENT | PARCHER, DANIEL W | — | §103§112 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18619610 | VECTORIZING DIGITAL IMAGES WITH SUB-PIXEL ACCURACY USING DYNAMIC UPSCALING | JAMES, DOMINIQUE NICOLE | 2666 | §103 | Final Rejection | 40d | Pending | Mar 28, 2024 |
| 18617969 | DIFFUSION WATERMARKING FOR CAUSAL ATTRIBUTION | MEROUAN, ABDERRAHIM | 2683 | §103 | Non-Final OA | — | Pending | Mar 27, 2024 |
| 18610628 | SELECTIVE OBJECT-LEVEL UNDO | MERCADO, GABRIEL S | 2171 | §103 | Non-Final OA | 33d | Pending | Mar 20, 2024 |
| 18609625 | CLUSTERING USERS ACCORDING TO CAUSAL RELATIONSHIPS AMONG USER DATA | GOLDBERG, IVAN R | 3619 | §101§103 | Non-Final OA | 38d overdue | Pending | Mar 19, 2024 |
| 18607813 | MULTI-COMPONENT LATENT PYRAMID SPACE FOR GENERATIVE MODELS | SALVUCCI, MATTHEW D | 2613 | §103 | Non-Final OA | — | Pending | Mar 18, 2024 |
| 18594376 | DIGITAL CONTENT GENERATION FROM A TEXT-BASED INPUT | PHAN, TUANKHANH D | 2154 | §103 | Non-Final OA | — | Pending | Mar 04, 2024 |
| 18593834 | SUMMARY PAGE GENERATION USING DOCUMENTS | MERCADO, GABRIEL S | 2171 | §103 | Final Rejection | 117d overdue | Pending | Mar 01, 2024 |
| 18592044 | TECHNIQUES TO PERSONALIZE CONTENT USING MACHINE LEARNING | SANTIAGO-MERCED, FRANCIS Z | 3625 | §101§103 | Final Rejection | — | Pending | Feb 29, 2024 |
| 18592313 | APPLYING AND BLENDING NEW TEXTURES TO SURFACES ACROSS FRAMES OF A VIDEO SEQUENCE | BARHAM, RYAN ALLEN | 2613 | §103 | Non-Final OA | 14d | Pending | Feb 29, 2024 |
| 18586491 | IDENTIFICATION OF OBJECTS IN DIGITAL IMAGE | PARCHER, DANIEL W | 2174 | §103 | Final Rejection | — | Pending | Feb 25, 2024 |
| 18584022 | MASK-FREE COMPOSITE IMAGE GENERATION | CONNER, SEAN M | 2663 | §102§103 | Non-Final OA | — | Pending | Feb 22, 2024 |
| 18432938 | GENERATING ANSWERS TO CONTEXTUAL QUERIES WITHIN A CLOSED DOMAIN | SERRAGUARD, SEAN ERIN | 2657 | §103§112 | Non-Final OA | — | Pending | Feb 05, 2024 |
| 18431134 | CAPTIONING USING GENERATIVE ARTIFICIAL INTELLIGENCE | NEHCHIRI, KOOROSH | 2174 | §103 | Non-Final OA | — | Pending | Feb 02, 2024 |
| 18397393 | SYSTEMS AND METHODS TO PROVIDE PARAMETER-EFFICIENT FINE-TUNED MODELS | SWIFT, CHARLES M | 2196 | §103 | Final Rejection | — | Pending | Dec 27, 2023 |
| 18397413 | Digital Object Animation Using Control Points | LI, GRACE Q | 2618 | §103 | Non-Final OA | — | Pending | Dec 27, 2023 |
| 18391100 | IDENTIFYING SPEAKER NAMES IN TRANSCRIPTS UTILIZING LANGUAGE MODELS | TRACY JR., EDWARD | 2656 | §103 | Non-Final OA | — | Pending | Dec 20, 2023 |
| 18543234 | Template-Based Behaviors in Machine Learning | THOMAS, SOUMYA | 2664 | §103 | Final Rejection | — | Pending | Dec 18, 2023 |
| 18543666 | SEGMENT DISCOVERY AND CHANNEL DELIVERY | BAGGOT, BREFFNI | 3621 | §101 | Final Rejection | — | Pending | Dec 18, 2023 |
| 18538988 | SYSTEMS AND METHODS FOR PREDICTING CONTENT MEMORABILITY | SANTOS, DANIEL JOSEPH | 2667 | §103 | Final Rejection | — | Pending | Dec 13, 2023 |
| 18530619 | REDEEMING ENTITLEMENTS DEPLOYED ON BLOCKCHAIN | LOZA, JANICE JOMARIE | 3698 | §101§103§112 | Non-Final OA | 26d | Pending | Dec 06, 2023 |
| 18529757 | GENERATING PRODUCT PROFILE RECOMMENDATIONS AND QUALITY INDICATORS TO ENHANCE PRODUCT PROFILES | GIBSON-WYNN, KENNEDY ANNA | 3688 | §101§103 | Non-Final OA | — | Pending | Dec 05, 2023 |
| 18527933 | DIRECTIONAL FLOW AXIS OBJECT CONTROL | HAJNIK, DANIEL F | 2616 | §102 | Final Rejection | 26d overdue | Pending | Dec 04, 2023 |
| 18528116 | POSITION-BASED TEXT-TO-SPEECH MODEL | HUTCHESON, CODY DOUGLAS | 2659 | §101§103 | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18511111 | MERGING MISIDENTIFIED TEXT STRUCTURES IN A DOCUMENT | SMITH, BENJAMIN J | 2172 | §103 | Non-Final OA | 28d | Pending | Nov 16, 2023 |
| 18501745 | GENERATING ALTERNATIVE EXAMPLES FOR CONTENT | HASTY, NICHOLAS | 2141 | §103 | Final Rejection | — | Pending | Nov 03, 2023 |
| 18499593 | COMPRESSED REPRESENTATION FOR DIGITAL ASSETS | AHN, CHRISTINE YERA | 2615 | §103§112 | Non-Final OA | — | Pending | Nov 01, 2023 |
| 18485204 | USING GENERATIVE ARTIFICIAL INTELLIGENCE TO EVALUATE FINE-TUNED LANGUAGE MODELS | WITHEY, THEODORE JOHN | 2655 | §103 | Non-Final OA | 42d overdue | Pending | Oct 11, 2023 |
| 18482599 | COLORIZATION OF IMAGES AND VECTOR GRAPHICS | COCHRAN, BRIANNA RENAE | 2615 | §103 | Final Rejection | 12d | Pending | Oct 06, 2023 |
| 18482754 | DATA EXTRACTION AND ANALYSIS FROM UNSTRUCTURED DOCUMENTS | SMITH, SEAN THOMAS | 2659 | §103 | Final Rejection | 26d | Pending | Oct 06, 2023 |
| 18481719 | IMAGE AND DEPTH MAP GENERATION USING A CONDITIONAL MACHINE LEARNING | WU, YANNA | 2615 | §103 | Final Rejection | — | Pending | Oct 05, 2023 |
| 18479379 | GENERATIVE AI BASED TEXT EFFECTS WITH CONSISTENT STYLING | BROOME, SAID A | 2612 | §103 | Final Rejection | — | Pending | Oct 02, 2023 |
| 18477670 | SYSTEMS AND METHODS FOR DATA CLUSTERING USING MACHINE LEARNING | LE, HUNG D | 2161 | §102§103 | Final Rejection | 15d overdue | Pending | Sep 29, 2023 |
| 18477772 | SYSTEMS AND METHODS FOR FEEDBACK-GUIDED CONTENT GENERATION | DAGNEW, SABA | 3621 | §101§103 | Final Rejection | 63d | Pending | Sep 29, 2023 |
| 18477735 | SYSTEMS AND METHODS FOR CONTEXTUAL CONTENT GENERATION | DAGNEW, SABA | 3621 | §103 | Final Rejection | 5d | Pending | Sep 29, 2023 |
| 18477650 | SYSTEMS AND METHODS FOR DATA PROCESSING USING MACHINE LEARNING | MULLINAX, CLINT LEE | 2123 | §101§103 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18372462 | GENERATIVE ARTIFICIAL INTELLIGENCE POWERED RESPONSE GENERATION, VALIDATION, AND AUGMENTATION | HUTCHESON, CODY DOUGLAS | 2659 | §103 | Final Rejection | 28d | Pending | Sep 25, 2023 |
| 18471996 | GENERATING FACT TREES FOR DATA STORYTELLING | SALOMON, PHENUEL S | 2146 | §101§102§103 | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18470778 | TEXT-AUGMENTED OBJECT CENTRIC RELATIONSHIP DETECTION | NASHER, AHMED ABDULLALIM-M | 2675 | §103 | Non-Final OA | 29d | Pending | Sep 20, 2023 |
| 18460076 | GENERATING EXPERIMENT METRIC VALUES FOR ANYTIME VALID EXPERIMENTATION | MEINECKE DIAZ, SUSANNA M | 3625 | §101§102§103 | Final Rejection | 5d | Pending | Sep 01, 2023 |
| 18459186 | SELECTIVELY CONDITIONING LAYERS OF A NEURAL NETWORK WITH STYLIZATION PROMPTS FOR DIGITAL IMAGE GENERATION | SANKS, SCHYLER S | 2129 | §102 | Non-Final OA | — | Pending | Aug 31, 2023 |
| 18457794 | UTILIZING MACHINE LEARNING MODELS TO GENERATE ASPECT-BASED TRANSCRIPT SUMMARIES | SPIELER, WILLIAM | 2159 | §101 | Final Rejection | — | Pending | Aug 29, 2023 |
| 18452827 | IMAGE RELIGHTING | WANG, JIN CHENG | 2617 | §103 | Final Rejection | 11d overdue | Pending | Aug 21, 2023 |
| 18451590 | DELIVERY AWARE AUDIENCE SEGMENTATION | WHITE, DYLAN C | 3625 | §101 | Final Rejection | 28d | Pending | Aug 17, 2023 |
| 18225970 | INSTANCE RECOMMENDATIONS FOR MACHINE LEARNING WORKLOADS | DUONG, HIEN LUONGVAN | 2147 | §101§103 | Final Rejection | 9d | Pending | Jul 25, 2023 |
| 18226079 | FACILITATING CHANGES TO ONLINE COMPUTING ENVIRONMENT BY EXTRAPOLATING INTERACTION DATA USING MIXED GRANULARITY MODEL | DEBROW, JAMES J | 2174 | §103 | Non-Final OA | — | Pending | Jul 25, 2023 |
| 18358502 | HYPERGRAPH REPRESENTATION LEARNING | KAPOOR, DEVAN | 2126 | §101§103 | Final Rejection | — | Pending | Jul 25, 2023 |
| 18355880 | USING MACHINE LEARNING TO OPTIMIZE UNITS OF MEASURE REPRESENTATIONS | GMAHL, NAVNEET K | 2166 | §103 | Non-Final OA | 71d | Pending | Jul 20, 2023 |
| 18355901 | DIALOGUE SKELETON ASSISTED PROMPT TRANSFER FOR DIALOGUE SUMMARIZATION | TILLERY, RASHAWN N | 2174 | §103 | Final Rejection | 27d | Pending | Jul 20, 2023 |
| 18223197 | DECENTRALIZED METADATA REGISTRY | FENSTERMACHER, JASON B | 3698 | §101§103 | Non-Final OA | — | Pending | Jul 18, 2023 |
| 18351339 | RECOMMENDATING PERSONALIZED DIGITAL DESIGN TEMPLATES UTILIZING CONTENT EMBEDDINGS | SHECHTMAN, CHERYL MARIA | 2164 | §101§103 | Final Rejection | 13d | Pending | Jul 12, 2023 |
| 18220496 | ANYTIME VALID CONFIDENCE SEQUENCE FOR RELATIVE INCREMENT IN ONLINE TESTS | BRANDENBURG, WILLIAM A | 3600 | §101§102 | Final Rejection | — | Pending | Jul 11, 2023 |
| 18347877 | EFFICIENT VISION-LANGUAGE RETRIEVAL USING STRUCTURAL PRUNING | LUO, KATE H | 6216 | §103 | Final Rejection | — | Pending | Jul 06, 2023 |
| 18344203 | EXECUTING AN ACTION USING EXTRACTED INFORMATION FROM A DOCUMENT | MONTALVO, CARLOS FERNANDO | 3629 | §101§103 | Final Rejection | 34d | Pending | Jun 29, 2023 |
| 18339694 | CONTEXTUAL QUERY GENERATION | MCCORD, PAUL C | 2692 | §103§112 | Non-Final OA | 22d | Pending | Jun 22, 2023 |
| 18209934 | GRADIENT MESH GENERATION FOR DIGITAL IMAGES | WU, XIAO MIN | 2613 | §102§103 | Non-Final OA | — | Pending | Jun 14, 2023 |
| 18332163 | MULTI-ATTRIBUTE FACE EDITING | BARHAM, RYAN ALLEN | 2613 | §102§103 | Final Rejection | 8d overdue | Pending | Jun 09, 2023 |
| 18206987 | GENERATIVE ARTIFICIAL INTELLIGENCE ASSISTANT | CHOI, DAVID E | 2148 | §102§103 | Final Rejection | — | Pending | Jun 07, 2023 |
| 18328925 | DOCUMENT RECOMMENDATION USING CONTEXTUAL EMBEDDINGS | GAY, SONIA L | 2657 | §103 | Non-Final OA | — | Pending | Jun 05, 2023 |
| 18322310 | PANOPTIC MASK PROPAGATION WITH ACTIVE REGIONS | HUBER, JEREMIAH CHARLES | 2481 | §103§112 | Non-Final OA | 17d overdue | Pending | May 23, 2023 |
| 18318524 | TRANSFORMER MODEL FOR JOURNEY SIMULATION AND PREDICTION | LAI, DYLAN HONG | 2144 | §103 | Final Rejection | 15d | Pending | May 16, 2023 |
| 18312246 | ABSTRACT BACKGROUND GENERATION | AHN, CHRISTINE YERA | 2615 | §103 | Final Rejection | 34d | Pending | May 04, 2023 |
| 18300721 | STRUCTURED DOCUMENT GENERATION FROM TEXT PROMPTS | STORK, KYLE R | 2128 | §101§103 | Non-Final OA | 9d overdue | Pending | Apr 14, 2023 |
| 18299552 | INTERACTIVE VISUAL EFFECTS USING POSE RECOGNITION | ORANGE, DAVID BENJAMIN | 2663 | §103 | Final Rejection | 14d | Pending | Apr 12, 2023 |
| 18295665 | RECOMMENDING BACKGROUNDS BASED ON USER INTENT | TRAN, AMY NMN | 2126 | §101§103 | Final Rejection | 4d overdue | Pending | Apr 04, 2023 |
| 18194501 | USING MACHINE LEARNING TO EFFICIENTLY PROMOTE ECO-FRIENDLY PRODUCTS | FEACHER, LORENA R | 2141 | §101§102§103 | Non-Final OA | — | Pending | Mar 31, 2023 |
| 18187864 | OBJECT AFFINITY DETERMINATION AND SCORING SYSTEM | TAN, DAVID H | 2145 | §102§103 | Final Rejection | — | Pending | Mar 22, 2023 |
| 18123673 | ANOMALOUS DATA IDENTIFICATION FOR TABULAR DATA | PHAM, JESSICA THUY | 2121 | §101§112 | Final Rejection | 56d overdue | Pending | Mar 20, 2023 |
| 18185828 | GENERATING ANALYTICS PREDICTION MACHINE LEARNING MODELS USING TRANSFER LEARNING FOR PRIOR DATA | KIM, DAVID | 2141 | §103 | Non-Final OA | — | Pending | Mar 17, 2023 |
| 18183387 | BUILDING TIME-DECAYED LINE GRAPHS FOR DIRECT EMBEDDING OF CONTINUOUS-TIMED INTERACTIONS IN GENERATING TIME-AWARE RECOMMENDATIONS | STORK, KYLE R | 2100 | §101§102§103 | Non-Final OA | — | Pending | Mar 14, 2023 |
| 18183023 | GENERATING ITEM RECOMMENDATIONS UTILIZING A DELAYED IN-SITU RECOMMENDATION ENGINE | FRUNZI, VICTORIA E. | 3689 | §101 | Final Rejection | 20d | Pending | Mar 13, 2023 |
| 18178715 | COMPUTING RESOURCE ALLOCATION MECHANISM TESTING AND DEPLOYMENT | DIVECHA, KAMAL B | 2453 | §103§112 | Non-Final OA | — | Pending | Mar 06, 2023 |
| 18116129 | REINFORCED LEARNING APPROACH TO GENERATE TRAINING DATA | HWANG, MEGAN ELIZABETH | 2143 | §101§103§112 | Non-Final OA | 15d | Pending | Mar 01, 2023 |
| 18105328 | DYNAMIC GENERATION OF INTERACTIVE COMPONENTS FOR ON-DEMAND INTERACTIVE SESSIONS DURING VIRTUAL CONFERENCES | BASOM, BLAINE T | 2141 | §103 | Final Rejection | — | Pending | Feb 03, 2023 |
| 18104946 | CLASSIFYING INCORPORATION METRICS | CHIUSANO, ANDREW TSUTOMU | 2144 | §101§103 | Final Rejection | 31d overdue | Pending | Feb 02, 2023 |
| 18157854 | PRODUCT DESCRIPTION AUGMENTATION | PRESTON, ASHLEY DAWN | 3688 | §101 | Final Rejection | 33d | Pending | Jan 23, 2023 |
| 18067925 | ESTIMATING EFFECTS WITH LATENT REPRESENTATIONS | KWON, JUN | 2127 | §101§103 | Final Rejection | 69d | Pending | Dec 19, 2022 |
| 18057883 | TIME-SERIES ANOMALY DETECTION | HOANG, MICHAEL H | 2122 | §101§103 | Final Rejection | 22d | Pending | Nov 22, 2022 |
| 18057453 | TEXT AND COLOR-GUIDED LAYOUT CONTROL WITH A DIFFUSION MODEL | RICHER, AARON M | 2617 | §103 | Final Rejection | 14d | Pending | Nov 21, 2022 |
| 18056405 | WAVELET-DRIVEN IMAGE SYNTHESIS WITH DIFFUSION MODELS | CESE, KENNY A | 2698 | §112 | Final Rejection | — | Pending | Nov 17, 2022 |
| 17980790 | PREDICTIVE AGENTS FOR MULTI-ROUND CONVERSATIONAL RECOMMENDATIONS OF BUNDLED ITEMS | SULLIVAN, THOMAS J | 3689 | §101 | Final Rejection | 22d overdue | Pending | Nov 04, 2022 |
| 17979843 | TABULAR DATA MACHINE-LEARNING MODELS | SALOMON, PHENUEL S | 2146 | §103§112 | Final Rejection | — | Pending | Nov 03, 2022 |
| 17980480 | BINDING DATA TO GRAPHIC OBJECTS USING A VISUAL INDICATOR | RICHER, AARON M | 2617 | §103 | Non-Final OA | 19d | Pending | Nov 03, 2022 |
| 18052463 | SYSTEMS AND METHODS FOR CONTRASTIVE GRAPHING | KIM, JONATHAN J | 2141 | §103 | Non-Final OA | — | Pending | Nov 03, 2022 |
| 18051736 | SYSTEMS AND METHODS FOR CONTENT CUSTOMIZATION | NAJARIAN, LENA | 3687 | §101§112 | Final Rejection | — | Pending | Nov 01, 2022 |
| 17978477 | OFFLINE EVALUATION OF RANKED LISTS USING PARAMETRIC ESTIMATION OF PROPENSITIES | GOFMAN, ALEX N | 2163 | §101§103 | Non-Final OA | — | Pending | Nov 01, 2022 |
| 18051364 | GENERATIVE GRAPH MODELING FRAMEWORK | BAKER, EZRA JAMES | 2126 | §101§103 | Final Rejection | 4d overdue | Pending | Oct 31, 2022 |
| 17969643 | FACILITATING EXPERIENCE-BASED MODIFICATIONS TO INTERFACE ELEMENTS IN ONLINE ENVIRONMENTS BY EVALUATING ONLINE INTERACTIONS | NGUYEN, NHAT HUY T | 2147 | §103 | Final Rejection | — | Pending | Oct 19, 2022 |
| 18047335 | SYSTEMS AND METHODS FOR DATA CORRECTION | PHAM, JESSICA THUY | 2121 | §101§103 | Non-Final OA | 4d overdue | Pending | Oct 18, 2022 |
| 18047421 | SEGMENT SIZE ESTIMATION | SWARTZ, STEPHEN S | 3625 | §101§103 | Non-Final OA | — | Pending | Oct 18, 2022 |
| 17822029 | MACHINE LEARNING CONTEXT BASED CONFIDENCE CALIBRATION | ROSTAMI, MOHAMMAD S | 2154 | §103 | Non-Final OA | — | Pending | Aug 24, 2022 |
| 17818506 | REGULARIZING TARGETS IN MODEL DISTILLATION UTILIZING PAST STATE KNOWLEDGE TO IMPROVE TEACHER-STUDENT MACHINE LEARNING MODELS | MULLINAX, CLINT LEE | 2143 | §101§103 | Final Rejection | — | Pending | Aug 09, 2022 |
| 17841569 | ADAPTIVE OBJECT SNAPPING FOR PERSPECTIVE IMAGES | BARHAM, RYAN ALLEN | 2613 | §103 | Final Rejection | 22d | Pending | Jun 15, 2022 |
| 17804991 | DETERMINING TARGET POLICY PERFORMANCE VIA OFF-POLICY EVALUATION IN EMBEDDING SPACES | VINCENT, DAVID ROBERT | 2123 | §101 | Final Rejection | 26d | Pending | Jun 01, 2022 |
| 17740497 | ADAPTIVE SPARSE ATTENTION PATTERN | GOLAN, MATTHEW BRYCE | 2123 | §103 | Final Rejection | — | Pending | May 10, 2022 |
| 17731999 | ITEM DISTRIBUTION AND SEARCH RANKING ACROSS LISTING PLATFORMS | LEE, JENNIFER V | 3688 | §101 | Non-Final OA | 20d | Pending | Apr 28, 2022 |
| 17683188 | MODELING SHAPES USING DIFFERENTIABLE SIGNED DISTANCE FUNCTIONS | CHAVEZ, ANTHONY RAY | 2186 | §101§103 | Non-Final OA | — | Pending | Feb 28, 2022 |
| 17592186 | ENHANCING NEURAL-BASED PREDICTION OF MULTI-DIMENSIONAL DATA VIA INFLUENCE AND DATA AUGMENTATION | AHMED, SYED RAYHAN | 2126 | §103 | Final Rejection | — | Pending | Feb 03, 2022 |
| 17384273 | IDENTITY-PRESERVING TECHNIQUES FOR GENERATIVE ADVERSARIAL NETWORK PROJECTION | BURKE, TIONNA M | 2178 | §103 | Final Rejection | 22d | Pending | Jul 23, 2021 |
| 17171365 | MACHINE-LEARNING SYSTEMS FOR SIMULATING COLLABORATIVE BEHAVIOR BY INTERACTING USERS WITHIN A GROUP | SHALU, ZELALEM W | 2145 | §103 | Final Rejection | 14d | Pending | Feb 09, 2021 |
| 16928888 | INTENT-BASED COMMAND RECOMMENDATION GENERATION IN AN ANALYTICS SYSTEM | TRAN, DAVID HOANG | 2147 | §101§103 | Final Rejection | — | Pending | Jul 14, 2020 |
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