Prosecution Insights
Prosecution Insights
141 pending office actions • 72 art units • 119 examiners • 0 of 141 (0%) have an AI response strategy ready • 431 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 137 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. 137 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 | 13 (9%) |
| §103 only | 117 (83%) |
| §102 only | 6 (4%) |
| §112 only | 2 (1%) |
| Double-patenting + other | 1 (1%) |
| No statute on record | 2 (1%) |
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 |
|---|---|---|---|
| AHN, CHRISTINE YERA | 4 | 70.6% | +38.9% |
| MERCADO, GABRIEL S | 3 | 42.7% | +26.7% |
| BARHAM, RYAN ALLEN | 3 | 60.0% | +50.0% |
| RICHER, AARON M | 3 | 51.3% | +21.4% |
| CHIN, MICHELLE | 2 | 85.2% | +11.5% |
| HAJNIK, DANIEL F | 2 | 78.1% | +21.0% |
| HE, WEIMING | 2 | 46.1% | +13.0% |
| WANG, JIN CHENG | 2 | 59.2% | +10.1% |
| KALHORI, DAN F | 2 | 100.0% | +0.0% |
| ORANGE, DAVID BENJAMIN | 2 | 33.8% | +30.8% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18757641 | SUBJECT-ACTION IMAGE GENERATION USING STEPWISE INFERENCE AND FREQUENCY GUIDANCE | CHIN, MICHELLE | 36d overdue |
| 18646503 | THREE-DIMENSIONAL RECONSTRUCTIONS BASED ON GAUSSIAN PRIMITIVES | KALHORI, DAN F | 41d |
| 18477429 | MULTIMODAL THREE-DIMENSIONAL ASSET SEARCH TECHNIQUES | CHIN, MICHELLE | 70d |
| 18355952 | UPSAMPLING A DIGITAL MATERIAL MODEL BASED ON RADIANCES | KALHORI, DAN F | — |
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 |
|---|---|---|---|
| 17568396 | Digital Video Generation depicting Edit Operations to Digital Content | ABOU EL SEOUD, MOHAMED | 132d overdue |
| 18662025 | TECHNIQUES TO PREDICT INTERACTIONS UTILIZING HIDDEN MARKOV MODELS | HENRY, MATTHEW D | 42d overdue |
| 18295104 | DETERMINING AND PRESENTING ATTRIBUTES FOR SEARCH | AIRAPETIAN, MILA | 17d overdue |
| 18657223 | GENERATION OF DATA FILTERS FROM NATURAL LANGUAGE QUERIES | KUNJITHAPATHAM, ANUGEETHA | 15d overdue |
| 18339883 | IDENTIFYING VISUAL TEXT USING VISION-LANGUAGE MODELS | DUGDA, MULUGETA TUJI | 14d |
| 18183023 | GENERATING ITEM RECOMMENDATIONS UTILIZING A DELAYED IN-SITU RECOMMENDATION ENGINE | FRUNZI, VICTORIA E. | 20d |
| 17804991 | DETERMINING TARGET POLICY PERFORMANCE VIA OFF-POLICY EVALUATION IN EMBEDDING SPACES | VINCENT, DAVID ROBERT | 26d |
| 18451590 | DELIVERY AWARE AUDIENCE SEGMENTATION | WHITE, DYLAN C | 28d |
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 |
| 18328286 | CONSTRUCTING DIGITAL DESIGN GRAPHS FOR GENERATING STRUCTURAL REPRESENTATIONS OF DIGITAL DESIGN DOCUMENTS | MERCADO, GABRIEL S | 56d overdue |
| 18753396 | THREE-DIMENSIONAL SHAPE GENERATION | HAJNIK, DANIEL F | 37d overdue |
| 18757641 | SUBJECT-ACTION IMAGE GENERATION USING STEPWISE INFERENCE AND FREQUENCY GUIDANCE | CHIN, MICHELLE | 36d overdue |
| 18611886 | DIGITAL IMAGE VISUAL AESTHETIC SCORE GENERATION | ORANGE, DAVID BENJAMIN | 32d overdue |
| 18673861 | DOCUMENT AGNOSTIC PERFORMANCE ENHANCEMENT THROUGH MULTI-STAGE MIXED LEVEL OF DETAIL RENDERING | WANG, JIN CHENG | 25d overdue |
| 18452827 | IMAGE RELIGHTING | WANG, JIN CHENG | 11d overdue |
| 18167690 | GENERATING COMPOSITE IMAGES USING USER INTERFACE FEATURES FOR AUTO-COMPOSITING AND COMPOSITE-AWARE SEARCH | AHN, CHRISTINE YERA | 10d overdue |
| Art Unit | Apps |
|---|---|
| 2617 | 9 |
| 2613 | 7 |
| 2616 | 6 |
| 2615 | 6 |
| 2611 | 5 |
| 2614 | 4 |
| 2659 | 4 |
| 3621 | 4 |
| 2178 | 4 |
| 3625 | 3 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19033062 | VIDEO EDITING USING TRANSCRIPT TEXT STYLIZATION AND LAYOUT | PARRA, OMAR S | 2421 | Other | Non-Final OA | 14d | Pending | Jan 21, 2025 |
| 18817692 | MODALITY SPECIFIC LEARNABLE ATTENTION FOR MULTI-CONDITIONED DIFFUSION MODELS | BROWN, SHEREE N | 2612 | §103 | Non-Final OA | 19d overdue | Pending | Aug 28, 2024 |
| 18817915 | SELF ATTENTION REFERENCE FOR IMPROVED DIFFUSION PERSONALIZATION | WANG, YUEHAN | 2617 | §103 | Non-Final OA | 16d overdue | Pending | Aug 28, 2024 |
| 18799247 | POINT-BASED NEURAL RADIANCE FIELD FOR THREE DIMENSIONAL SCENE REPRESENTATION | SHENG, XIN | 2619 | §103 | Non-Final OA | 55d | Pending | Aug 09, 2024 |
| 18785914 | SCORE BASED FINE-GRAINED CONTROL OF CONCEPT GENERATION | GOCO, JOHN PATRICK | 2611 | §103 | Non-Final OA | 5d overdue | Pending | Jul 26, 2024 |
| 18776953 | TRANSFORMING DIGITAL FRAMES USING RELATIONSHIPS BETWEEN THE DIGITAL FRAMES | LE, JOHNNY TRAN | 2614 | §103 | Non-Final OA | 2d overdue | Pending | Jul 18, 2024 |
| 18773274 | PROMPT AUGMENTATION BASED ON ENTITY TAGGING | MASTERS, KRISTEN MICHELLE | 2659 | §103 | Non-Final OA | 14d | Pending | Jul 15, 2024 |
| 18757641 | SUBJECT-ACTION IMAGE GENERATION USING STEPWISE INFERENCE AND FREQUENCY GUIDANCE | CHIN, MICHELLE | 2614 | §103 | Non-Final OA | 36d overdue | Pending | Jun 28, 2024 |
| 18755285 | APPLYING TEXTURES TO 3D MODELS THROUGH USE OF A PROXY MESH | LEE, SARAH YEO | 2616 | §103 | Non-Final OA | 9d | Pending | Jun 26, 2024 |
| 18753190 | HIERARCHICAL SEMANTIC GROUPING IN IMAGE VECTORIZATION | GRAY, RYAN M | 2611 | §103 | Non-Final OA | 63d | Pending | Jun 25, 2024 |
| 18753396 | THREE-DIMENSIONAL SHAPE GENERATION | HAJNIK, DANIEL F | 2616 | §103 | Non-Final OA | 37d overdue | Pending | Jun 25, 2024 |
| 18751027 | Automatically enhance user provided image to gel well with express template | HE, WEIMING | 2611 | §103 | Final Rejection | 41d | Pending | Jun 21, 2024 |
| 18747630 | NATURAL LANGUAGE QUERY FILTERING | HOANG, SON T | 2169 | §103 | Non-Final OA | 12d | Pending | Jun 19, 2024 |
| 18680804 | FACILITATING TIME ZONE PREDICTION BASED ON ELECTRONIC COMMUNICATION DATA | NGUYEN, PHUOC H | 2451 | §102 | Final Rejection | 8d overdue | Pending | May 31, 2024 |
| 18679225 | Human-body-aware visual SLAM in metric scale | WELCH, DAVID T | 2613 | §103 | Final Rejection | — | Pending | May 30, 2024 |
| 18675451 | DOCUMENT-BASED PRESENTATION GENERATION | SOMERS, MARC S | 2159 | §103 | Final Rejection | 27d | Pending | May 28, 2024 |
| 18673861 | DOCUMENT AGNOSTIC PERFORMANCE ENHANCEMENT THROUGH MULTI-STAGE MIXED LEVEL OF DETAIL RENDERING | WANG, JIN CHENG | 2617 | §103 | Non-Final OA | 25d overdue | Pending | May 24, 2024 |
| 18662025 | TECHNIQUES TO PREDICT INTERACTIONS UTILIZING HIDDEN MARKOV MODELS | HENRY, MATTHEW D | 3625 | §101 | Final Rejection | 42d overdue | Pending | May 13, 2024 |
| 18657223 | GENERATION OF DATA FILTERS FROM NATURAL LANGUAGE QUERIES | KUNJITHAPATHAM, ANUGEETHA | 2165 | §101 | Final Rejection | 15d overdue | Pending | May 07, 2024 |
| 18646543 | UPSCALING AI-GENERATED DIGITAL CONTENT WITHIN DIGITAL IMAGES VIA TILE-BASED SUPER RESOLUTION | TAHA, AHMED | 2613 | §103 | Non-Final OA | 17d overdue | Pending | Apr 25, 2024 |
| 18646503 | THREE-DIMENSIONAL RECONSTRUCTIONS BASED ON GAUSSIAN PRIMITIVES | KALHORI, DAN F | 2618 | §103 | Final Rejection | 41d | Pending | Apr 25, 2024 |
| 18639568 | GENERATING AND MODIFYING DIGITAL IMAGE DATABASES THROUGH FAIRNESS DEDUPLICATION | OWYANG, MICHELLE N | 2168 | §103 | Final Rejection | 71d | Pending | Apr 18, 2024 |
| 18639301 | ONE-STEP DIFFUSION WITH DISTRIBUTION MATCHING DISTILLATION | YANG, YI | 2616 | DPOther | Final Rejection | 75d | Pending | Apr 18, 2024 |
| 18637024 | INTERMEDIATE NOISE RETRIEVAL FOR IMAGE GENERATION | PRINGLE-PARKER, JASON A | 2617 | §103 | Non-Final OA | 55d | Pending | Apr 16, 2024 |
| 18625484 | GENERATIVE ARTIFICIAL INTELLIGENCE (AI) CONTENT STRATEGY | REFAI, SAM M | 3621 | §101 | Final Rejection | 36d | Pending | Apr 03, 2024 |
| 18619610 | VECTORIZING DIGITAL IMAGES WITH SUB-PIXEL ACCURACY USING DYNAMIC UPSCALING | JAMES, DOMINIQUE NICOLE | 2666 | §103 | Non-Final OA | 40d | Pending | Mar 28, 2024 |
| 18617032 | EDITING DIGITAL IMAGES WITH LOCAL REFINEMENT VIA SELECTIVE FEATURE TRIMMING | DING, XIAOMAO | 2676 | §103 | Non-Final OA | 21d | Pending | Mar 26, 2024 |
| 18611886 | DIGITAL IMAGE VISUAL AESTHETIC SCORE GENERATION | ORANGE, DAVID BENJAMIN | 2663 | §103 | Non-Final OA | 32d overdue | Pending | Mar 21, 2024 |
| 18610628 | SELECTIVE OBJECT-LEVEL UNDO | MERCADO, GABRIEL S | 2171 | §103 | Final Rejection | 33d | Pending | Mar 20, 2024 |
| 18609625 | CLUSTERING USERS ACCORDING TO CAUSAL RELATIONSHIPS AMONG USER DATA | GOLDBERG, IVAN R | 3619 | §103 | Final Rejection | 38d overdue | Pending | Mar 19, 2024 |
| 18595096 | CUSTOM IMAGE AND CONCEPT COMBINER USING DIFFUSION MODELS | LHYMN, SARAH | 2613 | §103 | Non-Final OA | 26d | Pending | Mar 04, 2024 |
| 18593834 | SUMMARY PAGE GENERATION USING DOCUMENTS | MERCADO, GABRIEL S | 2171 | §103 | Final Rejection | 117d overdue | Pending | Mar 01, 2024 |
| 18592313 | APPLYING AND BLENDING NEW TEXTURES TO SURFACES ACROSS FRAMES OF A VIDEO SEQUENCE | BARHAM, RYAN ALLEN | 2613 | §103 | Final Rejection | 14d | Pending | Feb 29, 2024 |
| 18589075 | REFERENCE IMAGE BASED MATERIAL RETRIEVAL | BUDISALICH, ANDREW STEVEN | 2662 | §103 | Non-Final OA | 15d overdue | Pending | Feb 27, 2024 |
| 18443590 | UPSIDE-DOWN REINFORCEMENT LEARNING FOR IMAGE GENERATION MODELS | FOSTER, THOMAS JOHN | 2616 | §103 | Final Rejection | 7d | Pending | Feb 16, 2024 |
| 18443808 | BUILDING VISION-LANGUAGE MODELS USING MASKED DISTILLATION FROM FOUNDATION MODELS | DRYDEN, EMMA ELIZABETH | 2677 | §103 | Non-Final OA | 13d | Pending | Feb 16, 2024 |
| 18439157 | LEARNING CONTINUOUS CONTROL FOR 3D-AWARE IMAGE GENERATION ON TEXT-TO-IMAGE DIFFUSION MODELS | PROVIDENCE, VINCENT ALEXANDER | 2617 | §103 | Final Rejection | 22d | Pending | Feb 12, 2024 |
| 18432580 | SKETCH TO IMAGE GENERATION USING CONTROL NETWORK | LE, MICHAEL | 2614 | §103 | Non-Final OA | 35d | Pending | Feb 05, 2024 |
| 18429996 | GENERATION AND UTILIZATION OF UNIFIED FINE-TUNING DATASETS | HE, JIALONG | 2659 | §103 | Final Rejection | 15d | Pending | Feb 01, 2024 |
| 18421344 | GENERATION OF DATA STORIES AND DATA SUMMARIES BASED ON USER QUERIES | ROSTAMI, MOHAMMAD S | 2154 | §103 | Final Rejection | 16d | Pending | Jan 24, 2024 |
| 18530619 | REDEEMING ENTITLEMENTS DEPLOYED ON BLOCKCHAIN | LOZA, JANICE JOMARIE | 3698 | §103 | Non-Final OA | 26d | Pending | Dec 06, 2023 |
| 18527933 | DIRECTIONAL FLOW AXIS OBJECT CONTROL | BEUTEL, WILLIAM A | 2616 | §102 | Non-Final OA | 26d overdue | Pending | Dec 04, 2023 |
| 18527908 | STYLIZED TRAINING DATA SYNTHESIS FOR TRAINING A MACHINE-LEARNING MODEL | PEDAPATI, CHANDHANA | 2669 | §103 | Non-Final OA | 37d overdue | Pending | Dec 04, 2023 |
| 18528171 | UNIFIED IDENTITY REGISTRY | RAZA, ZEHRA | 3697 | §103 | Final Rejection | 21d | Pending | Dec 04, 2023 |
| 18511111 | MERGING MISIDENTIFIED TEXT STRUCTURES IN A DOCUMENT | SMITH, BENJAMIN J | 2172 | §103 | Final Rejection | 28d | Pending | Nov 16, 2023 |
| 18485204 | USING GENERATIVE ARTIFICIAL INTELLIGENCE TO EVALUATE FINE-TUNED LANGUAGE MODELS | WITHEY, THEODORE JOHN | 2655 | §103 | Final Rejection | 42d overdue | Pending | Oct 11, 2023 |
| 18483919 | VECTOR PATH TRAJECTORY IMITATION | MINKO, DENIS VASILIY | 2612 | §103 | Non-Final OA | 27d | Pending | Oct 10, 2023 |
| 18482599 | COLORIZATION OF IMAGES AND VECTOR GRAPHICS | COCHRAN, BRIANNA RENAE | 2615 | §103 | Non-Final OA | 12d | Pending | Oct 06, 2023 |
| 18482754 | DATA EXTRACTION AND ANALYSIS FROM UNSTRUCTURED DOCUMENTS | SMITH, SEAN THOMAS | 2659 | §103 | Non-Final OA | 26d | Pending | Oct 06, 2023 |
| 18479439 | SURROGATE CURVATURES FOR ASSISTED VECTOR DESIGNS | AHN, CHRISTINE YERA | 2615 | §103 | Non-Final OA | 75d | Pending | Oct 02, 2023 |
| 18375881 | DEMAND DETECTION BASED ON QUERY IMAGES | CAI, PHUONG HAU | 2673 | §103 | Final Rejection | 56d | Pending | Oct 02, 2023 |
| 18477670 | SYSTEMS AND METHODS FOR DATA CLUSTERING USING MACHINE LEARNING | LE, HUNG D | 2161 | §103 | Non-Final OA | 15d overdue | Pending | Sep 29, 2023 |
| 18477735 | SYSTEMS AND METHODS FOR CONTEXTUAL CONTENT GENERATION | DAGNEW, SABA | 3621 | §103 | Non-Final OA | 5d | Pending | Sep 29, 2023 |
| 18477772 | SYSTEMS AND METHODS FOR FEEDBACK-GUIDED CONTENT GENERATION | DAGNEW, SABA | 3621 | §103 | Non-Final OA | 63d | Pending | Sep 29, 2023 |
| 18477429 | MULTIMODAL THREE-DIMENSIONAL ASSET SEARCH TECHNIQUES | CHIN, MICHELLE | 2614 | §103 | Non-Final OA | 70d | Pending | Sep 28, 2023 |
| 18372462 | GENERATIVE ARTIFICIAL INTELLIGENCE POWERED RESPONSE GENERATION, VALIDATION, AND AUGMENTATION | HUTCHESON, CODY DOUGLAS | 2659 | §103 | Non-Final OA | 28d | Pending | Sep 25, 2023 |
| 18470778 | TEXT-AUGMENTED OBJECT CENTRIC RELATIONSHIP DETECTION | NASHER, AHMED ABDULLALIM-M | 2675 | §103 | Final Rejection | 29d | Pending | Sep 20, 2023 |
| 18466597 | AUTOMATED INFERENCE AND EVALUATION OF DESIGN RELATIONS FOR ELEMENTS OF A DESIGN | SMITH, BENJAMIN J | 2172 | §103 | Final Rejection | 27d | Pending | Sep 13, 2023 |
| 18460076 | GENERATING EXPERIMENT METRIC VALUES FOR ANYTIME VALID EXPERIMENTATION | MEINECKE DIAZ, SUSANNA M | 3625 | §103 | Non-Final OA | 5d | Pending | Sep 01, 2023 |
| 18241155 | Script-Based Animations for Live Video | MCCOY, AIDAN WILLIAM | 2611 | §103 | Non-Final OA | 7d | Pending | Aug 31, 2023 |
| 18457895 | UTILIZING INDIVIDUAL-CONCEPT TEXT-IMAGE ALIGNMENT TO ENHANCE COMPOSITIONAL CAPACITY OF TEXT-TO-IMAGE MODELS | HE, WEIMING | 2611 | §103 | Final Rejection | 83d | Pending | Aug 29, 2023 |
| 18452827 | IMAGE RELIGHTING | WANG, JIN CHENG | 2617 | §103 | Non-Final OA | 11d overdue | Pending | Aug 21, 2023 |
| 18451590 | DELIVERY AWARE AUDIENCE SEGMENTATION | WHITE, DYLAN C | 3625 | §101 | Non-Final OA | 28d | Pending | Aug 17, 2023 |
| 18451695 | DIGITAL CONTENT COEDITING | NGUYEN, ANH TUAN V | 2619 | §112 | Final Rejection | 79d | Pending | Aug 17, 2023 |
| 18225970 | INSTANCE RECOMMENDATIONS FOR MACHINE LEARNING WORKLOADS | DUONG, HIEN LUONGVAN | 2147 | §103 | Non-Final OA | 9d | Pending | Jul 25, 2023 |
| 18355901 | DIALOGUE SKELETON ASSISTED PROMPT TRANSFER FOR DIALOGUE SUMMARIZATION | TILLERY, RASHAWN N | 2174 | §103 | Non-Final OA | 27d | Pending | Jul 20, 2023 |
| 18355880 | USING MACHINE LEARNING TO OPTIMIZE UNITS OF MEASURE REPRESENTATIONS | GMAHL, NAVNEET K | 2166 | §103 | Final Rejection | 71d | Pending | Jul 20, 2023 |
| 18355952 | UPSAMPLING A DIGITAL MATERIAL MODEL BASED ON RADIANCES | KALHORI, DAN F | 2618 | §103 | Final Rejection | — | Pending | Jul 20, 2023 |
| 18352828 | EDGE ENHANCEMENT FOR SKY REPLACEMENT | BEKELE, MEKONEN T | 2699 | §103 | Final Rejection | 28d | Pending | Jul 14, 2023 |
| 18351339 | RECOMMENDATING PERSONALIZED DIGITAL DESIGN TEMPLATES UTILIZING CONTENT EMBEDDINGS | SHECHTMAN, CHERYL MARIA | 2164 | §103 | Non-Final OA | 13d | Pending | Jul 12, 2023 |
| 18345990 | ONE-SHOT DOCUMENT SNIPPET SEARCH | DWIVEDI, MAHESH H | 2168 | §103 | Non-Final OA | 28d | Pending | Jun 30, 2023 |
| 18344203 | EXECUTING AN ACTION USING EXTRACTED INFORMATION FROM A DOCUMENT | MONTALVO, CARLOS FERNANDO | 3629 | §103 | Non-Final OA | 34d | Pending | Jun 29, 2023 |
| 18339694 | CONTEXTUAL QUERY GENERATION | MCCORD, PAUL C | 2692 | §103 | Final Rejection | 22d | Pending | Jun 22, 2023 |
| 18339883 | IDENTIFYING VISUAL TEXT USING VISION-LANGUAGE MODELS | DUGDA, MULUGETA TUJI | 2653 | §101 | Non-Final OA | 14d | Pending | Jun 22, 2023 |
| 18332163 | MULTI-ATTRIBUTE FACE EDITING | BARHAM, RYAN ALLEN | 2613 | §102 | Non-Final OA | 8d overdue | Pending | Jun 09, 2023 |
| 18328950 | EFFICIENT AUGMENTATION FOR MULTIMODAL MACHINE LEARNING | BARNES JR, CARL E | 2178 | §103 | Final Rejection | 14d | Pending | Jun 05, 2023 |
| 18328286 | CONSTRUCTING DIGITAL DESIGN GRAPHS FOR GENERATING STRUCTURAL REPRESENTATIONS OF DIGITAL DESIGN DOCUMENTS | MERCADO, GABRIEL S | 2171 | §103 | Non-Final OA | 56d overdue | Pending | Jun 02, 2023 |
| 18328613 | COLOR SORTING USING SELF ORGANIZING MAPS | TRAN, JENNY NGAN | 2615 | §103 | Non-Final OA | 26d overdue | Pending | Jun 02, 2023 |
| 18205279 | MARKING-BASED PORTRAIT RELIGHTING | AHN, CHRISTINE YERA | 2615 | §103 | Final Rejection | 8d overdue | Pending | Jun 02, 2023 |
| 18205322 | AUTOMATIC REMOVAL OF LIGHTING EFFECTS FROM AN IMAGE | SONNERS, SCOTT E | 2613 | §102 | Final Rejection | 1d overdue | Pending | Jun 02, 2023 |
| 18322310 | PANOPTIC MASK PROPAGATION WITH ACTIVE REGIONS | HUBER, JEREMIAH CHARLES | 2481 | §103 | Final Rejection | 17d overdue | Pending | May 23, 2023 |
| 18320084 | ONLINE TESTING DATA GOVERNANCE | WOLDEMARIAM, NEGA | 2407 | §103 | Non-Final OA | 19d overdue | Pending | May 18, 2023 |
| 18318921 | TEXT-TO-IMAGE SYSTEM AND METHOD | HAJNIK, DANIEL F | 2616 | §102 | Non-Final OA | 9d overdue | Pending | May 17, 2023 |
| 18318524 | TRANSFORMER MODEL FOR JOURNEY SIMULATION AND PREDICTION | LAI, DYLAN HONG | 2144 | Other | Non-Final OA | 15d | Pending | May 16, 2023 |
| 18197836 | DETECTING AND MANAGING CONFLICTS FOR MULTIPLE EXPERIMENTS | KANG, INSUN | 2193 | §103 | Non-Final OA | 43d overdue | Pending | May 16, 2023 |
| 18316674 | GENERATING AND UTILIZING MODELS FOR LONG-RANGE EVENT RELATION EXTRACTION | NAZAR, AHAMED I | 2178 | §103 | Non-Final OA | 40d | Pending | May 12, 2023 |
| 18316490 | DIGITAL IMAGE DECALING | PROVIDENCE, VINCENT ALEXANDER | 2617 | §103 | Final Rejection | 16d overdue | Pending | May 12, 2023 |
| 18312246 | ABSTRACT BACKGROUND GENERATION | AHN, CHRISTINE YERA | 2615 | §103 | Final Rejection | 34d | Pending | May 04, 2023 |
| 18140700 | PLUGIN AUTHORIZATION WORKFLOW FOR WEB APPLICATIONS | MAYE, AYUB A | 2436 | §103 | Non-Final OA | 45d overdue | Pending | Apr 28, 2023 |
| 18306449 | WARM STARTING AN ONLINE BANDIT LEARNER MODEL UTILIZING RELEVANT OFFLINE MODELS | ZHAO, DON GORDON | 2493 | §103 | Non-Final OA | 20d | Pending | Apr 25, 2023 |
| 18306048 | CONTENT VELOCITY AND HYPER-PERSONALIZATION USING GENERATIVE AI | KHAN, SHAHID K | 2146 | §103 | Final Rejection | 40d | Pending | Apr 24, 2023 |
| 18300721 | STRUCTURED DOCUMENT GENERATION FROM TEXT PROMPTS | STORK, KYLE R | 2128 | §103 | Non-Final OA | 9d overdue | Pending | Apr 14, 2023 |
| 18299552 | INTERACTIVE VISUAL EFFECTS USING POSE RECOGNITION | ORANGE, DAVID BENJAMIN | 2663 | §102 | Non-Final OA | 14d | Pending | Apr 12, 2023 |
| 18295665 | RECOMMENDING BACKGROUNDS BASED ON USER INTENT | TRAN, AMY NMN | 2126 | §103 | Non-Final OA | 4d overdue | Pending | Apr 04, 2023 |
| 18295104 | DETERMINING AND PRESENTING ATTRIBUTES FOR SEARCH | AIRAPETIAN, MILA | 3688 | §101 | Final Rejection | 17d overdue | Pending | Apr 03, 2023 |
| 18123658 | BURST IMAGE MATTING | SHIFERAW, HENOK ASRES | 2676 | §103 | Non-Final OA | 31d overdue | Pending | Mar 20, 2023 |
| 18123673 | ANOMALOUS DATA IDENTIFICATION FOR TABULAR DATA | PHAM, JESSICA THUY | 2121 | §103 | Non-Final OA | 56d overdue | Pending | Mar 20, 2023 |
| 18183023 | GENERATING ITEM RECOMMENDATIONS UTILIZING A DELAYED IN-SITU RECOMMENDATION ENGINE | FRUNZI, VICTORIA E. | 3689 | §101 | Non-Final OA | 20d | Pending | Mar 13, 2023 |
| 18178225 | SYSTEMS AND METHODS FOR MACHINE LEARNING TRANSFERABILITY | XIA, XUYANG | 2143 | §103 | Final Rejection | 22d | Pending | Mar 03, 2023 |
| 18178018 | CONTEXTUAL MEDIA GENERATION | GOEBEL, EMMA ROSE | 2662 | §103 | Non-Final OA | 15d overdue | Pending | Mar 03, 2023 |
| 18116129 | REINFORCED LEARNING APPROACH TO GENERATE TRAINING DATA | HWANG, MEGAN ELIZABETH | 2143 | §103 | Final Rejection | 15d | Pending | Mar 01, 2023 |
| 18176230 | DEEP LEARNING BASED COPYING AND PASTING OF TRANSPARENT OBJECTS | SUMMERS, GEOFFREY E | 2669 | §103 | Non-Final OA | 2d overdue | Pending | Feb 28, 2023 |
| 18168677 | SYSTEMS AND METHODS FOR COLLABORATIVE AGREEMENT SIGNING | BURKE, TIONNA M | 2178 | §103 | Final Rejection | 29d overdue | Pending | Feb 14, 2023 |
| 18167690 | GENERATING COMPOSITE IMAGES USING USER INTERFACE FEATURES FOR AUTO-COMPOSITING AND COMPOSITE-AWARE SEARCH | AHN, CHRISTINE YERA | 2615 | §103 | Final Rejection | 10d overdue | Pending | Feb 10, 2023 |
| 18104946 | CLASSIFYING INCORPORATION METRICS | CHIUSANO, ANDREW TSUTOMU | 2144 | §103 | Non-Final OA | 31d overdue | Pending | Feb 02, 2023 |
| 18157854 | PRODUCT DESCRIPTION AUGMENTATION | PRESTON, ASHLEY DAWN | 3688 | §101 | Non-Final OA | 33d | Pending | Jan 23, 2023 |
| 18157185 | Correcting Misspelled User Queries of in-Application Searches | HOANG, KEN | 2168 | §103 | Final Rejection | 84d overdue | Pending | Jan 20, 2023 |
| 18067925 | ESTIMATING EFFECTS WITH LATENT REPRESENTATIONS | KWON, JUN | 2127 | §103 | Non-Final OA | 69d | Pending | Dec 19, 2022 |
| 18058622 | DETECTING AND MODIFYING OBJECT ATTRIBUTES | TILLERY, RASHAWN N | 2174 | §103 | Non-Final OA | 3d overdue | Pending | Nov 23, 2022 |
| 18057883 | TIME-SERIES ANOMALY DETECTION | HOANG, MICHAEL H | 2122 | §103 | Non-Final OA | 22d | Pending | Nov 22, 2022 |
| 18057453 | TEXT AND COLOR-GUIDED LAYOUT CONTROL WITH A DIFFUSION MODEL | RICHER, AARON M | 2617 | §103 | Non-Final OA | 14d | Pending | Nov 21, 2022 |
| 18055739 | DETECTING AND CLASSIFYING FILLER WORDS IN AUDIO USING NEURAL NETWORKS | MUELLER, PAUL JOSEPH | 2657 | §103 | Final Rejection | 103d overdue | Pending | Nov 15, 2022 |
| 18055238 | GENERATING EDITABLE EMAIL COMPONENTS UTILIZING A CONSTRAINT-BASED KNOWLEDGE REPRESENTATION | SLACHTA, DOUGLAS M | 2193 | §101 | Non-Final OA | 48d | Pending | Nov 14, 2022 |
| 17980790 | PREDICTIVE AGENTS FOR MULTI-ROUND CONVERSATIONAL RECOMMENDATIONS OF BUNDLED ITEMS | SULLIVAN, THOMAS J | 3689 | §103 | Non-Final OA | 22d overdue | Pending | Nov 04, 2022 |
| 17980480 | BINDING DATA TO GRAPHIC OBJECTS USING A VISUAL INDICATOR | RICHER, AARON M | 2617 | §103 | Final Rejection | 19d | Pending | Nov 03, 2022 |
| 18051364 | GENERATIVE GRAPH MODELING FRAMEWORK | BAKER, EZRA JAMES | 2126 | §103 | Final Rejection | 4d overdue | Pending | Oct 31, 2022 |
| 17971091 | DEVICE COHORT RESOURCE MANAGEMENT | BAKHIT, CHRISTIAN MAMDOUH | 2199 | §103 | Non-Final OA | — | Pending | Oct 21, 2022 |
| 18047335 | SYSTEMS AND METHODS FOR DATA CORRECTION | PHAM, JESSICA THUY | 2121 | §103 | Final Rejection | 4d overdue | Pending | Oct 18, 2022 |
| 17965522 | LAYOUT-AWARE BACKGROUND GENERATING SYSTEM AND METHOD | YIP, KENT | 2681 | §103 | Final Rejection | 26d | Pending | Oct 13, 2022 |
| 17954558 | MULTI-DOCUMENT INTEGRATED READING | BAKER, IRENE H | 2152 | §103 | Final Rejection | 52d overdue | Pending | Sep 28, 2022 |
| 17948914 | GRAPHICAL, INCREMENTAL ATTRIBUTION MODEL BASED ON CONDITIONAL INTENSITY | PRASAD, NANCY N | 3624 | §101 | Final Rejection | 29d | Pending | Sep 20, 2022 |
| 17822029 | MACHINE LEARNING CONTEXT BASED CONFIDENCE CALIBRATION | ROSTAMI, MOHAMMAD S | 2154 | §103 | Final Rejection | — | Pending | Aug 24, 2022 |
| 17815448 | CONFIDENCE EVALUATION MODEL FOR STRUCTURE PREDICTION TASKS | ALABI, OLUWATOSIN O | 2129 | §103 | Final Rejection | 36d | Pending | Jul 27, 2022 |
| 17855085 | EXTRACTION OF HIGH-VALUE SEQUENTIAL PATTERNS USING REINFORCEMENT LEARNING TECHNIQUES | BREEN, JAKE TIMOTHY | 2143 | §103 | Final Rejection | 16d overdue | Pending | Jun 30, 2022 |
| 17841569 | ADAPTIVE OBJECT SNAPPING FOR PERSPECTIVE IMAGES | BARHAM, RYAN ALLEN | 2613 | §103 | Non-Final OA | 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 |
| 17751322 | PROCESSING FRAMEWORK FOR TEMPORAL-CONSISTENT FACE MANIPULATION IN VIDEOS | CHEN, HUO LONG | 2682 | §103 | Final Rejection | 72d overdue | Pending | May 23, 2022 |
| 17746779 | MULTIMODAL EXTRACTION ACROSS MULTIPLE GRANULARITIES | OGUNBIYI, OLUWADAMILOL M | 2653 | §101 | Final Rejection | 42d | Pending | May 17, 2022 |
| 17663785 | MACHINE LEARNING BASED MULTIPAGE SCANNING | BURLESON, MICHAEL L | 2681 | §103 | Non-Final OA | 29d | Pending | May 17, 2022 |
| 17742318 | SECTION-BASED MUSIC SIMILARITY SEARCHING USING NEURAL NETWORKS | PEREZ-ARROYO, RAQUEL | 2169 | §103 | Final Rejection | 132d overdue | Pending | May 11, 2022 |
| 17731999 | ITEM DISTRIBUTION AND SEARCH RANKING ACROSS LISTING PLATFORMS | LEE, JENNIFER V | 3688 | §103 | Final Rejection | 20d | Pending | Apr 28, 2022 |
| 17709615 | IDENTIFYING BOT ACTIVITY USING TOPOLOGY-AWARE TECHNIQUES | TRUVAN, LEYNNA THANH | 2435 | §103 | Non-Final OA | 28d overdue | Pending | Mar 31, 2022 |
| 17656263 | SYSTEM AND METHOD FOR OUTAGE FORECASTING | HUANG, YAO D | 2124 | §103 | Non-Final OA | 11d overdue | Pending | Mar 24, 2022 |
| 17684680 | RUNTIME-SPECIFIC PARTITIONING OF MACHINE LEARNING MODELS | LIN, HSING CHUN | 2195 | §103 | Final Rejection | 37d overdue | Pending | Mar 02, 2022 |
| 17652390 | GENERATING ARTISTIC CONTENT FROM A TEXT PROMPT OR A STYLE IMAGE UTILIZING A NEURAL NETWORK MODEL | RICHER, AARON M | 2617 | §103 | Non-Final OA | 28d | Pending | Feb 24, 2022 |
| 17651076 | ACTION RECOGNITION USING COMPRESSED FRAME FEATURES | PRINCE, JESSICA MARIE | 2486 | §103 | Non-Final OA | 45d overdue | Pending | Feb 15, 2022 |
| 17670753 | FACILITATING IDENTIFICATION OF SENSITIVE CONTENT | ANSARI, AZAM A | 3621 | §103 | Final Rejection | 26d | Pending | Feb 14, 2022 |
| 17568396 | Digital Video Generation depicting Edit Operations to Digital Content | ABOU EL SEOUD, MOHAMED | 2148 | §101 | Final Rejection | 132d overdue | Pending | Jan 04, 2022 |
| 17384273 | IDENTITY-PRESERVING TECHNIQUES FOR GENERATIVE ADVERSARIAL NETWORK PROJECTION | BURKE, TIONNA M | 2178 | §103 | Non-Final OA | 22d | Pending | Jul 23, 2021 |
| 17319776 | INTENT-INFORMED RECOMMENDATIONS USING CLUSTERS OF FEATURES WITH MACHINE LEARNING | RAHMAN, IBRAHIM | 2122 | §103 | Final Rejection | 87d overdue | Pending | May 13, 2021 |
| 17171365 | MACHINE-LEARNING SYSTEMS FOR SIMULATING COLLABORATIVE BEHAVIOR BY INTERACTING USERS WITHIN A GROUP | SHALU, ZELALEM W | 2145 | §112 | Non-Final OA | 14d | Pending | Feb 09, 2021 |
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