Prosecution Insights
Prosecution Insights
100 pending office actions • 52 art units • 83 examiners • 0 of 100 (0%) have an AI response strategy ready • 93 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 (6%) |
| §101 + other | 36 (36%) |
| §103 only | 31 (31%) |
| §112 only | 2 (2%) |
| Double-patenting only | 5 (5%) |
| Double-patenting + other | 3 (3%) |
| Multi-statute (no §101) | 17 (17%) |
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 |
|---|---|---|---|
| KIM, SEHWAN | 4 | 60.0% | +66.7% |
| WANG, XI | 3 | 84.5% | +13.8% |
| YI, HYUNGJUN B | 3 | 33.3% | +39.6% |
| JABLON, ASHER H. | 3 | 42.6% | +44.5% |
| LANE, THOMAS BERNARD | 3 | 75.0% | +7.3% |
| PENG, HUAWEN A | 2 | 82.3% | +20.3% |
| HANKS, BENJAMIN L | 2 | 21.8% | +31.7% |
| WOLFSON, ETHAN NOAH | 2 | 75.0% | +100.0% |
| PHAM, KHANH B | 2 | 72.6% | +15.3% |
| NGUYEN, LEON VIET Q | 2 | 85.3% | +9.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18499649 | NEURAL SHAPE MACHINE LEARNING FOR OBJECT LOCALIZATION WITH MIXED TRAINING DOMAINS | NGUYEN, LEON VIET Q | 2d overdue |
| 18499680 | SHAPE CONSTRUCTION-BASED MACHINE LEARNING MODEL FOR OBJECT LOCALIZATION | NGUYEN, LEON VIET Q | 2d overdue |
| 19265078 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | — |
| 19265069 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | — |
| 19223207 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — |
| 19223218 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — |
| 19223214 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — |
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 |
|---|---|---|---|
| 18493331 | NEURAL POINT PROCESS-BASED EVENT PREDICTION FOR MEDICAL DECISION MAKING | COLE, BRANDON S | 56d overdue |
| 17158466 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 51d overdue |
| 18320993 | NOVEL AI-DRIVEN APPROACH TO DETECT ADN LOCALIZE VEHICLE EMERGENCY STOPS BASED ON VEHICLE TRAJECTORY USING DISTRIBUTED FIBER OPTIC SENSING (DFOS) DATA | ISLAM, MOHAMMAD K | 31d overdue |
| 18485240 | UTILITY POLE LOCALIZATION FROM AMBIENT DATA | HAGOS, EYOB | 26d overdue |
| 18481383 | EVIDENCE-BASED OUT-OF-DISTRIBUTION DETECTION ON MULTI-LABEL GRAPHS | SASS, KIMBERLY A. | 17d overdue |
| 18935505 | Resource Allocation for Power, Communication, and Transportation Infrastructure Restoration usingDistributed Fiber Optic Sensing | DELICH, STEPHANIE ZAGARELLA | 16d overdue |
| 18485187 | AI-DRIVEN CABLE MAPPING SYSTEM (CMS) EMPLOYING FIBER SENSING AND MACHINE LEARNING | LE, JOHN H | 10d overdue |
| 18934817 | LLM-BASED HYBRID PLANNER FOR AUTONOMOUS DRIVING | FIGUEROA, JAIME | 8d 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 |
|---|---|---|---|
| 17158466 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 51d overdue |
| 18479326 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 26d |
| 18479372 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 34d |
| 18152238 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | 57d |
| 19265078 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | — |
| 19265069 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | — |
| 19223207 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — |
| 19223218 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — |
| Art Unit | Apps |
|---|---|
| 2146 | 4 |
| 2857 | 3 |
| 2127 | 3 |
| 2169 | 2 |
| 3684 | 2 |
| 3626 | 2 |
| 3686 | 2 |
| 3682 | 2 |
| 2128 | 2 |
| 2663 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19324451 | DOMAIN-SPECIFIC QUESTION ANSWERING WITH CONTEXT REDUCTION FOR DECISION MAKING | MAMILLAPALLI, PAVAN | 2159 | §101Other | Non-Final OA | — | Pending | Sep 10, 2025 |
| 19265078 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | 2169 | DP | Non-Final OA | — | Pending | Jul 10, 2025 |
| 19265069 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | 2169 | §103Other | Non-Final OA | — | Pending | Jul 10, 2025 |
| 19223207 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — | DP | Non-Final OA | — | Pending | May 30, 2025 |
| 19223218 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — | DP | Non-Final OA | — | Pending | May 30, 2025 |
| 19223214 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — | DPOther | Non-Final OA | — | Pending | May 30, 2025 |
| 19219090 | GUIDING MULTIPLE MODELS WITH A LARGE LANGUAGE MODEL | KORSAK, OLEG | — | DP | Non-Final OA | — | Pending | May 27, 2025 |
| 19218439 | REAL-TIME DATA TRANSFER SCHEME FROM LIMITED POWER EMBEDDED SYSTEMS | VO, TIM T | 2138 | §103 | Non-Final OA | — | Pending | May 26, 2025 |
| 19206304 | LLM TIME SERIES ANALYSIS FOR MEDICAL DECISION MAKING | HANKS, BENJAMIN L | 3684 | §103 | Non-Final OA | — | Pending | May 13, 2025 |
| 19204978 | POWER GRID INTELLIGENCE: AI PLATFORM FOR INFRASTRUCTURE INSPECTION AND LOCALIZATION | SHEIKH, ASFAND M | 3626 | §103§112 | Final Rejection | — | Pending | May 12, 2025 |
| 19205380 | LLM SKILL LEARNING FOR MEDICAL DECISION MAKING THROUGH SELF-PLAY | NG, JONATHAN K | — | §101§103 | Non-Final OA | — | Pending | May 12, 2025 |
| 19202181 | ONLINE MULTI-MODALITY ROOT CAUSE ANALYSIS | MANOSKEY, JOSEPH D | — | §101§103 | Non-Final OA | — | Pending | May 08, 2025 |
| 19097273 | SENSOR-AGNOSTIC INDOOR LOCALIZATION FRAMEWORK | JHA, ABDHESH K | 4100 | §102§103 | Non-Final OA | — | Pending | Apr 01, 2025 |
| 19052465 | LARGE-SCALE ACOUSTIC RECOGNITION SYSTEM | RAHMAN, MD M | — | §103 | Non-Final OA | — | Pending | Feb 13, 2025 |
| 19012201 | FAIRNESS-AWARE DOMAIN GENERALIZATION FOR MEDICAL DECISION MAKING | HEIN, DEVIN C | 3686 | §102§103 | Final Rejection | 55d | Pending | Jan 07, 2025 |
| 18968204 | RETRIEVAL AUGMENTED GENERATION FOR VIDEOS | MHEIR, ZUHEIR | 2198 | §101§102§103 | Final Rejection | 27d | Pending | Dec 04, 2024 |
| 18945989 | OPTIMIZING EDGE-ASSISTED AUGMENTED REALITY DEVICES | KALHORI, DAN F | 2618 | §103 | Non-Final OA | — | Pending | Nov 13, 2024 |
| 18938823 | AGENT-BASED CARBON EMISSION REDUCTION SYSTEM | CHEN, WENREN | 3626 | §101§103 | Non-Final OA | 68d | Pending | Nov 06, 2024 |
| 18937628 | OPEN VOCABULARY ACTION DETECTION | HAIDER, SYED | — | §103 | Non-Final OA | — | Pending | Nov 05, 2024 |
| 18935512 | Deep Learning and Language Model Enhanced System for Wind Turbine Monitoring Using DistributedFiber Optic Sensing (DL-LM-DFOS) | WASAFF, JOHN S. | 3629 | §101§103§112 | Final Rejection | — | Pending | Nov 02, 2024 |
| 18935495 | OptiSenseGPT: Context-Aware Anomaly Detection with Natural Language Alerts and ActionableRecommendations for Distributed Fiber Optic Sensing Applications | AGAHI, DARIOUSH | 2656 | §103 | Non-Final OA | — | Pending | Nov 02, 2024 |
| 18935513 | INTEGRATED DISTRIBUTED FIBER OPTIC SENSING SYSTEM FOR ENHANCED OFFSHORE WIND TURBINE MONITORING USING PHYSICS-INFORMED MACHINE LEARNING ALGORITHMS | KINGSLAND, KYLE J | 2855 | §103 | Non-Final OA | — | Pending | Nov 02, 2024 |
| 18935505 | Resource Allocation for Power, Communication, and Transportation Infrastructure Restoration usingDistributed Fiber Optic Sensing | DELICH, STEPHANIE ZAGARELLA | 3623 | §101§103 | Final Rejection | 16d overdue | Pending | Nov 02, 2024 |
| 18935489 | INTEGRATED SECURITY SYSTEM FOR SUBSTATION MONITORING AND DETECTION USING DISTRIBUTED ACOUSTIC SENSING, DRONES, AND SECURITY CAMERAS | MA, KAM WAN | 2688 | §103 | Final Rejection | — | Pending | Nov 02, 2024 |
| 18934756 | LEVERAGING SEMANTIC INFORMATION FOR A MULTI-DOMAIN VISUAL AGENT | MENDEZ MUNIZ, DYLAN JOHN | — | §103 | Non-Final OA | — | Pending | Nov 01, 2024 |
| 18934512 | MULTI-CAMERA ENTITY TRACKING TRANSFORMER MODEL | BAYNES, SAMUEL DAVID | — | §103 | Non-Final OA | — | Pending | Nov 01, 2024 |
| 18934817 | LLM-BASED HYBRID PLANNER FOR AUTONOMOUS DRIVING | FIGUEROA, JAIME | 3656 | §102§103 | Non-Final OA | 8d overdue | Pending | Nov 01, 2024 |
| 18931681 | SELF-IMPROVING DATA ENGINE FOR AUTONOMOUS VEHICLES | GARCIA, PAULO ANDRES | — | §103 | Non-Final OA | — | Pending | Oct 30, 2024 |
| 18930454 | LINEAR ACOUSTIC SENSING WITH A FLEXIBLE ARRAY | ZHONG, XIN Y | — | §103 | Non-Final OA | — | Pending | Oct 29, 2024 |
| 18926709 | LOCALIZATION-AWARE CONFIDENCE CALIBRATION FOR MEDICAL DECISION MAKING | CODRINGTON, SHANE WRENSFORD | 2667 | §101§102§103 | Non-Final OA | — | Pending | Oct 25, 2024 |
| 18924340 | CABLE NETWORK INSPECTION USING OPTICAL FIBER SENSING | PHAM, TOAN NGOC | — | §101 | Non-Final OA | — | Pending | Oct 23, 2024 |
| 18922837 | ADVERSARIAL IMITATION LEARNING ENGINE FOR KPI OPTIMIZATION | GO, JOHN PHILIP | 3681 | §101§103 | Final Rejection | 77d | Pending | Oct 22, 2024 |
| 18905280 | AUTOMATIC MULTI-MODALITY SENSOR CALIBRATION WITH NEAR-INFRARED IMAGES | WOLFSON, ETHAN NOAH | 3666 | §103 | Non-Final OA | — | Pending | Oct 03, 2024 |
| 18904639 | LANGUAGE-BASED OBJECT DETECTION AND DATA AUGMENTATION FOR SELF-DRIVING VEHICLE OPERATION | NGUYEN, TAN QUANG | 3661 | §103 | Non-Final OA | — | Pending | Oct 02, 2024 |
| 18901647 | ENHANCING AMI EVENT CLASSIFICATION WITH GRAPH NEURAL NETWORKS (GNNs) | JARRETT, SCOTT L | 3625 | §101 | Final Rejection | — | Pending | Sep 30, 2024 |
| 18901562 | FIBER COUPLED NETWORK OF SENSORS FOR NEAR-INFRARED SPECTROSCOPY BASED TISSUE OXYGENATION | PYLE, SIENNA CHRISTINE | — | §101§102§103§112 | Non-Final OA | — | Pending | Sep 30, 2024 |
| 18901760 | INDOOR MIMO ACOUSTIC DETECTION AND LOCALIZATION USING TONE SIGNALS | BREIER, KRYSTINE E | 3645 | §103§112 | Non-Final OA | 83d | Pending | Sep 30, 2024 |
| 18893037 | EFFICIENT TRANSFORMER-BASED PANOPTIC SEGMENTATION | WOLFSON, ETHAN NOAH | — | §103 | Non-Final OA | — | Pending | Sep 23, 2024 |
| 18887626 | SYSTEM ENABLEMENT BASED ON IMAGE QUALITY ANALYSIS | KOETH, MICHELLE M | — | §103 | Non-Final OA | — | Pending | Sep 17, 2024 |
| 18882877 | TEXT GENERATION BY GENERALIZING SAMPLED RESPONSES | WOZNIAK, JAMES S | 2655 | §101§102§103§112 | Non-Final OA | — | Pending | Sep 12, 2024 |
| 18816444 | MACHINE LEARNING MODEL FOR VIDEO WITH REAL-TIME RATE CONTROL | HUANG, FRANK F | 2485 | §103 | Final Rejection | — | Pending | Aug 27, 2024 |
| 18801010 | NETWORKED FORWARD TRANSMISSION-BASED OPTICAL NETWORK ANOMALY DETECTION | SANDHU, AMRITBIR K | 2634 | §103 | Non-Final OA | — | Pending | Aug 12, 2024 |
| 18672464 | LATENCY-AWARE RESOURCE ALLOCATION FOR STREAM PROCESSING APPLICATIONS | KIM, DONG U | — | §103§112 | Non-Final OA | — | Pending | May 23, 2024 |
| 18670275 | WEIGHT ATTENTION FOR TRANSFORMERS IN MEDICAL DECISION MAKING MODELS | PHAM, KHANH B | — | §103 | Non-Final OA | — | Pending | May 21, 2024 |
| 18659506 | QUESTION DECOMPOSITION IN VISUAL QUESTION ANSWERING | EDOUARD, PATRICIA KELLY | 3682 | §101§103 | Final Rejection | — | Pending | May 09, 2024 |
| 18650289 | ENSEMBLE LEARNING ENHANCED PROMPTING FOR OPEN RELATION EXTRACTION | PHAM, KHANH B | — | §103 | Non-Final OA | — | Pending | Apr 30, 2024 |
| 18649145 | INFORMATION EXTRACTION WITH LARGE LANGUAGE MODELS | EVANS, TRISTAN ISAAC | 3683 | §101§103 | Final Rejection | — | Pending | Apr 29, 2024 |
| 18628271 | INTERACTIVE SEMANTIC DOCUMENT MAPPING AND NAVIGATION WITH MEANING-BASED FEATURES | SMITH, SEAN THOMAS | 2659 | §101§103 | Final Rejection | 63d | Pending | Apr 05, 2024 |
| 18620099 | ADVERSARIAL IMITATION LEARNING ENGINE FOR ACTION RISK ESTIMATION BASED ON SENSOR DATA | EKECHUKWU, CHINEDU U | 3695 | §103§112 | Non-Final OA | 70d | Pending | Mar 28, 2024 |
| 18620125 | ADVERSARIAL IMITATION LEARNING MODEL | RAMESH, TIRUMALE K | — | §103 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18619851 | SEQUENTIAL EVENT RISK PREDICTION | PUTTAIAH, ASHA | 3691 | §101§112 | Final Rejection | 28d | Pending | Mar 28, 2024 |
| 18616930 | FINE-TUNING VISION LANGAUGE MODELS WITH UNPAIRED DATA | TRAN, DANIEL DUC | — | §101§103§112 | Non-Final OA | — | Pending | Mar 26, 2024 |
| 18616396 | ROAD DEFECT LEVEL PREDICTION | XIAO, DI | 2178 | §112 | Final Rejection | — | Pending | Mar 26, 2024 |
| 18591838 | DYNAMIC PROMPT TUNING OF MACHINE LEARNING MODEL INPUTS | HASSAN, ALI MOHAMAD | 2653 | §101§102§103 | Final Rejection | — | Pending | Feb 29, 2024 |
| 18425715 | PRIVACY-PRESERVING INTERPRETABLE SKILL LEARNING FOR HEALTHCARE DECISION MAKING | LEE, WILLIAM MICHAEL | 3682 | §103 | Non-Final OA | — | Pending | Jan 29, 2024 |
| 18418332 | NEAR-INFRARED SPECTROSCOPY BASED HANDHELD TISSUE OXYGENATION SCANNER | SHIM, MORGAN SANGJO | 3791 | §101§103§112 | Non-Final OA | 70d | Pending | Jan 21, 2024 |
| 18545055 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | — | §103§112Other | Non-Final OA | — | Pending | Dec 19, 2023 |
| 18545042 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | — | §103§112Other | Non-Final OA | — | Pending | Dec 19, 2023 |
| 18545025 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | — | §103§112Other | Non-Final OA | — | Pending | Dec 19, 2023 |
| 18539506 | SKILL LEARNING FOR DYNAMIC TREATMENT REGIMES | GARTLAND, SCOTT D | 3685 | §101§102§103§112 | Non-Final OA | — | Pending | Dec 14, 2023 |
| 18505732 | MACHINE LEARNING MODEL FOR MULTI-CAMERA MULTI-PERSON TRACKING | LIN, JESSICA YIFANG | 2668 | §101§103 | Final Rejection | 12d | Pending | Nov 09, 2023 |
| 18503517 | KNOWLEDGE GRAPH OPTIMIZED PROMPT FOR OPEN-DOMAIN COMMON SENSE REASONING DECISION MAKING WITH ARTIFICIAL INTELLIGENCE | SACKALOSKY, COREY MATTHEW | 2128 | §101§103 | Non-Final OA | — | Pending | Nov 07, 2023 |
| 18502488 | DOMAIN GENERALIZATION BY GSNR OF PARAMETERS | PRESSLY, KURT NICHOLAS | — | §101§103§112 | Non-Final OA | — | Pending | Nov 06, 2023 |
| 18499649 | NEURAL SHAPE MACHINE LEARNING FOR OBJECT LOCALIZATION WITH MIXED TRAINING DOMAINS | NGUYEN, LEON VIET Q | 2663 | §103 | Non-Final OA | 2d overdue | Pending | Nov 01, 2023 |
| 18499680 | SHAPE CONSTRUCTION-BASED MACHINE LEARNING MODEL FOR OBJECT LOCALIZATION | NGUYEN, LEON VIET Q | 2663 | §103 | Non-Final OA | 2d overdue | Pending | Nov 01, 2023 |
| 18497079 | VISUAL QUESTION ANSWERING WITH UNLABELED IMAGE AUGMENTATION | BALDWIN, RANDALL KERN | — | §101§103 | Non-Final OA | — | Pending | Oct 30, 2023 |
| 18493331 | NEURAL POINT PROCESS-BASED EVENT PREDICTION FOR MEDICAL DECISION MAKING | COLE, BRANDON S | 2128 | §101§102§103§112Other | Final Rejection | 56d overdue | Pending | Oct 24, 2023 |
| 18485240 | UTILITY POLE LOCALIZATION FROM AMBIENT DATA | HAGOS, EYOB | 2857 | §101 | Final Rejection | 26d overdue | Pending | Oct 11, 2023 |
| 18485187 | AI-DRIVEN CABLE MAPPING SYSTEM (CMS) EMPLOYING FIBER SENSING AND MACHINE LEARNING | LE, JOHN H | 2857 | §101§102§103 | Non-Final OA | 10d overdue | Pending | Oct 11, 2023 |
| 18481383 | EVIDENCE-BASED OUT-OF-DISTRIBUTION DETECTION ON MULTI-LABEL GRAPHS | SASS, KIMBERLY A. | 3686 | §101§103 | Final Rejection | 17d overdue | Pending | Oct 05, 2023 |
| 18479372 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 2146 | §101§103 | Non-Final OA | 34d | Pending | Oct 02, 2023 |
| 18479416 | A PEPTIDE BASED VACCINE GENERATION SYSTEM WITH DUAL PROJECTION GENERATIVE ADVERSARIAL NETWORKS | BICKHAM, DAWN MARIE | 1685 | §101 | Non-Final OA | — | Pending | Oct 02, 2023 |
| 18479326 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 2146 | §101§103 | Non-Final OA | 26d | Pending | Oct 02, 2023 |
| 18471570 | DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING | JABLON, ASHER H. | 2127 | §101§102§103§112Other | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18471564 | DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING | HANKS, BENJAMIN L | 3684 | §101§103 | Final Rejection | — | Pending | Sep 21, 2023 |
| 18471667 | PEPTIDE SEARCH SYSTEM FOR IMMUNOTHERAPY | LANE, THOMAS BERNARD | — | §112DP | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18471630 | PEPTIDE SEARCH SYSTEM FOR IMMUNOTHERAPY | LANE, THOMAS BERNARD | — | §112 | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18471558 | DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING | JABLON, ASHER H. | 2127 | §101§102§103§112DP | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18471641 | PEPTIDE SEARCH SYSTEM FOR IMMUNOTHERAPY | LANE, THOMAS BERNARD | — | §112DP | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18454262 | PROMPT-BASED SEQUENTIAL LEARNING | ZENG, WENWEI | 2146 | §101§103§112 | Non-Final OA | — | Pending | Aug 23, 2023 |
| 18453439 | CROSS-MODAL SELF-SUPERVISED LEARNING FOR INFRASTRUCTURE ANALYSIS | TAYLOR, MEREDITH IREENE DUPAI | 2671 | §103 | Non-Final OA | — | Pending | Aug 22, 2023 |
| 18452690 | SCALABLE BIOMETRIC SENSING USING DISTRIBUTED MIMO RADARS | BRAINARD, TIMOTHY A | 3648 | §103 | Non-Final OA | — | Pending | Aug 21, 2023 |
| 18451412 | LAN-AWARE QUALITY OF SERVICE ORCHESTRATION | JAGANNATHAN, MELANIE | 2468 | §102§103 | Final Rejection | 14d | Pending | Aug 17, 2023 |
| 18450799 | SKILL DISCOVERY FOR IMITATION LEARNING | SHELTON, SETH CAPRIANO-UMA | 2141 | §103§112 | Non-Final OA | — | Pending | Aug 16, 2023 |
| 18320993 | NOVEL AI-DRIVEN APPROACH TO DETECT ADN LOCALIZE VEHICLE EMERGENCY STOPS BASED ON VEHICLE TRAJECTORY USING DISTRIBUTED FIBER OPTIC SENSING (DFOS) DATA | ISLAM, MOHAMMAD K | 2857 | §101 | Final Rejection | 31d overdue | Pending | May 21, 2023 |
| 18319803 | PEPTIDE BINDING MOTIF GENERATION | SANFORD, DIANA PATRICIA | — | §103 | Non-Final OA | — | Pending | May 18, 2023 |
| 18319472 | DYNAMIC INTENT-BASED NETWORK COMPUTING JOB ASSIGNMENT USING REINFORCEMENT LEARNING | LAI, DYLAN HONG | 2144 | §103 | Final Rejection | — | Pending | May 17, 2023 |
| 18316199 | UTILITY POLE INTEGRITY ASSESSMENT BY DAS AND MACHINE LEARNING USING ENVIRONMENTAL NOISE | KIDWELL, KAITLYN ELIZABETH | 2877 | §103§112 | Final Rejection | 8d | Pending | May 11, 2023 |
| 18302908 | MULTI-MODALITY ATTACK FORENSIC ANALYSIS MODEL FOR ENTERPRISE SECURITY SYSTEMS | DHARIA, RUPAL | 2492 | §103§112 | Final Rejection | — | Pending | Apr 19, 2023 |
| 18174799 | TCR ENGINEERING WITH DEEP REINFORCEMENT LEARNING FOR INCREASING EFFICACY AND SAFETY OF TCR-T IMMUNOTHERAPY | KALLAL, ROBERT JAMES | — | §101§103§112DP | Non-Final OA | — | Pending | Feb 27, 2023 |
| 18152238 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | 2129 | §103§112 | Final Rejection | 57d | Pending | Jan 10, 2023 |
| 18151686 | T-CELL RECEPTOR OPTIMIZATION WITH REINFORCEMENT LEARNING AND MUTATION POLICIES FOR PRECISION IMMUNOTHERAPY | SMITH, EMILIE ALINE | — | DP | Non-Final OA | — | Pending | Jan 09, 2023 |
| 17896747 | ORDINAL CLASSIFICATION THROUGH NETWORK DECOMPOSITION | BASOM, BLAINE T | 2141 | §103§112 | Final Rejection | 78d | Pending | Aug 26, 2022 |
| 17888819 | INTERDEPENDENT CAUSAL NETWORKS FOR ROOT CAUSE LOCALIZATION | ROHD, BENJAMIN MATTHEW | 2147 | §101§103 | Final Rejection | 9d | Pending | Aug 16, 2022 |
| 17883729 | MODEL PERSONALIZATION SYSTEM WITH OUT-OF-DISTRIBUTION EVENT DETECTION IN DIALYSIS MEDICAL RECORDS | VO, STEVEN | 1687 | §103 | Non-Final OA | — | Pending | Aug 09, 2022 |
| 17877081 | DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING | JABLON, ASHER H. | 2127 | §101§103§112 | Final Rejection | — | Pending | Jul 29, 2022 |
| 17510882 | PEPTIDE-BASED VACCINE GENERATION | BICKHAM, DAWN MARIE | 1685 | §103§112 | Final Rejection | 12d | Pending | Oct 26, 2021 |
| 17410820 | STATISTICAL IMAGE PROCESSING-BASED ANOMALY DETECTION SYSTEM FOR CABLE CUT PREVENTION | WELLS, HEATH E | 2664 | §103 | Non-Final OA | — | Pending | Aug 24, 2021 |
| 17379078 | DIALYSIS EVENT PREDICTION | DASGUPTA, SHOURJO | 2121 | §101§103 | Non-Final OA | — | Pending | Jul 19, 2021 |
| 17158466 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 2146 | §101§103 | Non-Final OA | 51d overdue | Pending | Jan 26, 2021 |
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