Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19080452 | NATURAL LANGUAGE GENERATION USING KNOWLEDGE GRAPH INCORPORATING TEXTUAL SUMMARIES | March 2025 | November 2025 | Allow | 8 | 2 | 0 | Yes | No |
| 19031222 | CONTROL PARAMETER FEEDBACK PROTOCOL FOR ADAPTING TO DATA STREAM RESPONSE FEEDBACK | January 2025 | June 2025 | Allow | 5 | 0 | 1 | Yes | No |
| 18961440 | CONTEXT-AWARE SEMANTIC CHUNKING FOR INFORMATION RETRIEVAL IN LARGE LANGUAGE MODELS | November 2024 | February 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18862538 | HIGH RESOLUTION TRACEABILITY | November 2024 | August 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 18814687 | IMAGE ANALYSIS FOR PERSONAL INTERACTION | August 2024 | December 2025 | Allow | 16 | 2 | 0 | No | No |
| 18748464 | RECOGNIZING ACCENTED SPEECH | June 2024 | March 2025 | Allow | 8 | 1 | 0 | No | No |
| 18743436 | User-described Video Streams | June 2024 | March 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18670978 | METHOD FOR PROCESSING IMAGE ON BASIS OF INTRA PREDICTION MODE AND APPARATUS THEREFOR | May 2024 | January 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18650707 | DETERMINING CHROMOPHORE CONCENTRATIONS IN TISSUES | April 2024 | May 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18649774 | ACTION SELECTION BASED ON ENVIRONMENT OBSERVATIONS AND TEXTUAL INSTRUCTIONS | April 2024 | December 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18606668 | Visual Structure of Documents in Question Answering | March 2024 | August 2024 | Allow | 5 | 0 | 1 | Yes | No |
| 18406478 | DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR OPERATING A KNOWLEDGE BASE COMPRISING A LANGUAGE MODEL | January 2024 | January 2026 | Allow | 24 | 1 | 0 | No | No |
| 18400992 | GENERATING CODED DATA REPRESENTATIONS USING NEURAL NETWORKS AND VECTOR QUANTIZERS | December 2023 | September 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18399184 | GENERATING SKILL DATA THROUGH MACHINE LEARNING | December 2023 | January 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18398238 | SYSTEMS AND METHODS FOR GENERATING CLINICALLY RELEVANT IMAGES THAT PRESERVE PHYSICAL ATTRIBUTES OF HUMANS WHILE PROTECTING PERSONAL IDENTITY | December 2023 | July 2024 | Allow | 7 | 1 | 1 | Yes | No |
| 18391308 | GENERATIVE INTERACTIVE VIDEO METHOD AND SYSTEM | December 2023 | February 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18570168 | METHOD AND APPARATUS FOR GENERATING SPEECH OUTPUTS IN A VEHICLE | December 2023 | February 2026 | Allow | 26 | 1 | 0 | No | No |
| 18540493 | MATRIX BASED BOT IMPLEMENTATION | December 2023 | July 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18538005 | GANTRY ALIGNMENT OF A MEDICAL SCANNER | December 2023 | March 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18568261 | SPEECH SYNTHESIS METHOD AND APPARATUS, ELECTRONIC DEVICE, AND READABLE STORAGE MEDIUM | December 2023 | March 2026 | Allow | 27 | 1 | 0 | No | No |
| 18525715 | MULTI-OUTPUT DECODER FOR TEXTURE DECOMPRESSION | November 2023 | July 2025 | Allow | 20 | 1 | 0 | No | No |
| 18561524 | Neural Network System for 3D Pose Estimation | November 2023 | October 2025 | Allow | 23 | 0 | 0 | No | No |
| 18507858 | BASE CALLING USING CONVOLUTION | November 2023 | October 2024 | Allow | 11 | 1 | 0 | No | No |
| 18388239 | PROCESSING TRANSACTIONAL FEEDBACK | November 2023 | June 2025 | Abandon | 19 | 2 | 0 | Yes | No |
| 18501282 | Semantically Classifying Sets Of Data Elements | November 2023 | October 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18481818 | Image Forming Apparatus Including Antenna in Cover | October 2023 | March 2025 | Allow | 17 | 2 | 0 | Yes | No |
| 18469688 | UNSUPERVISED VIDEO SEGMENT CLUSTERING AND BOUNDARY POSITIONING | September 2023 | January 2026 | Allow | 27 | 1 | 0 | Yes | No |
| 18369061 | SYSTEMS AND METHODS FOR AI DRIVEN GENERATION OF CONTENT ATTUNED TO A USER | September 2023 | April 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18461999 | SYSTEM AND METHOD FOR RULE-BASED LANGUAGE TRANSLATION | September 2023 | October 2025 | Allow | 25 | 1 | 0 | No | No |
| 18242075 | MACHINE-LEARNING TOOL FOR GENERATING SEGMENTATION AND TOPIC METADATA FOR DOCUMENTS | September 2023 | July 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18453236 | Document Entity Extraction Using Machine-Learned Models | August 2023 | September 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18363313 | AUTOMATED CONTENT TAGGING WITH LATENT DIRICHLET ALLOCATION OF CONTEXTUAL WORD EMBEDDINGS | August 2023 | May 2025 | Allow | 21 | 3 | 0 | Yes | No |
| 18222090 | KNOWLEDGE-DRIVEN SCENE PRIORS FOR SEMANTIC AUDIO-VISUAL EMBODIED NAVIGATION | July 2023 | December 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18346101 | DYNAMIC GENERATION OF INSTRUCTIONS FOR MACHINE LEARNING TRANSCREATION TASKS | June 2023 | May 2025 | Allow | 23 | 0 | 0 | Yes | No |
| 18339075 | SYSTEMS AND METHODS FOR MULTIMODAL FUSION OF MISSING AND UNPAIRED IMAGE AND TABULAR DATA FOR DEFECT CLASSIFICATION | June 2023 | October 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18211666 | SELECTIVE KNOWLEDGE DISTILLATION | June 2023 | March 2026 | Allow | 33 | 1 | 0 | No | No |
| 18202397 | APPARATUS AND METHODS FOR GENERATING AND TRANSMITTING SIMULATED COMMUNICATION | May 2023 | June 2025 | Allow | 25 | 0 | 0 | Yes | No |
| 18316128 | ENHANCED POSE GENERATION BASED ON GENERATIVE MODELING | May 2023 | January 2024 | Allow | 8 | 1 | 0 | No | No |
| 18315426 | EMBEDDING INFERENCE | May 2023 | December 2023 | Allow | 7 | 0 | 0 | No | No |
| 18035540 | LEARNING DEVICE, LEARNING METHOD AND PROGRAM | May 2023 | December 2025 | Abandon | 31 | 0 | 1 | No | No |
| 18136830 | COUNTER DATA GENERATION FOR DATA PROFILING USING ONLY TRUE SAMPLES | April 2023 | June 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18302475 | METHOD AND SYSTEM FOR GENERATING CANDIDATE VOCABULARY | April 2023 | August 2025 | Allow | 28 | 0 | 0 | Yes | No |
| 18135283 | SYSTEMS AND METHODS FOR GENERATING CLINICALLY RELEVANT IMAGES THAT PRESERVE PHYSICAL ATTRIBUTES OF HUMANS WHILE PROTECTING PERSONAL IDENTITY | April 2023 | November 2023 | Allow | 7 | 0 | 1 | Yes | No |
| 18301060 | RECOGNIZING ACCENTED SPEECH | April 2023 | March 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18299700 | ENSEMBLE OF MACHINE LEARNING MODELS FOR REAL-TIME PREDICTIONS IN EXPERT ELECTRONIC CHATS | April 2023 | August 2023 | Allow | 4 | 0 | 0 | Yes | No |
| 18029882 | Gating of Contextual Attention and Convolutional Features | March 2023 | October 2025 | Allow | 30 | 0 | 0 | No | No |
| 18129494 | OBJECT IDENTIFICATION IN DIGITAL IMAGES | March 2023 | March 2024 | Allow | 11 | 2 | 0 | Yes | No |
| 18127135 | METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR IMAGE PROCESSING | March 2023 | August 2025 | Allow | 29 | 1 | 0 | No | No |
| 18121278 | SYSTEMS AND METHODS FOR AUTOMATED REAL-TIME GENERATION OF AN INTERACTIVE AVATAR UTILIZING SHORT-TERM AND LONG-TERM COMPUTER MEMORY STRUCTURES | March 2023 | June 2023 | Allow | 3 | 0 | 0 | No | No |
| 18041207 | METHOD OF TRAINING TEXT RECOGNITION MODEL, AND METHOD OF RECOGNIZING TEXT | February 2023 | December 2025 | Abandon | 34 | 1 | 0 | No | No |
| 18106094 | COMPRESSING AUDIO WAVEFORMS USING NEURAL NETWORKS AND VECTOR QUANTIZERS | February 2023 | March 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18159616 | SYSTEMS AND METHODS FOR A READING AND COMPREHENSION ASSISTANCE TOOL | January 2023 | September 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 18101506 | Multi-Output Decoder for Texture Decompression | January 2023 | July 2023 | Allow | 6 | 0 | 0 | No | No |
| 18099619 | INCENTIVIZED NEURAL NETWORK TRAINING AND ASSURANCE PROCESSES | January 2023 | October 2023 | Allow | 8 | 0 | 0 | No | No |
| 18095639 | VIRTUAL ENVIRONMENT-BASED INTERFACES APPLIED TO SELECTED OBJECTS FROM VIDEO | January 2023 | March 2024 | Allow | 14 | 1 | 0 | No | No |
| 18152627 | HUMAN OBJECT INTERACTION DETECTION USING COMPOSITIONAL MODEL | January 2023 | November 2025 | Allow | 34 | 1 | 0 | No | No |
| 18147995 | IMAGE-BASED KITCHEN TRACKING SYSTEM WITH ORDER ACCURACY MANAGEMENT | December 2022 | May 2024 | Abandon | 16 | 2 | 0 | Yes | No |
| 18089429 | METHOD FOR PROCESSING IMAGE ON BASIS OF INTRA PREDICTION MODE AND APPARATUS THEREFOR | December 2022 | February 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18065589 | EVALUATING TRANSCRIPTS THROUGH REPETITIVE STATEMENT ANALYSIS | December 2022 | March 2025 | Allow | 27 | 4 | 0 | No | No |
| 18078747 | METHOD AND APPARATUS FOR GENERATING PREDICTION INFORMATION, AND ELECTRONIC DEVICE AND MEDIUM | December 2022 | July 2023 | Allow | 8 | 1 | 0 | No | No |
| 18076501 | IMAGE OCCLUSION METHOD, MODEL TRAINING METHOD, DEVICE, AND STORAGE MEDIUM | December 2022 | February 2026 | Abandon | 38 | 1 | 0 | No | No |
| 17926996 | SEMANTIC REPRESENTATION OF TEXT IN DOCUMENT | November 2022 | April 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 17925530 | IMAGE PROCESSING DEVICE, CONTROL METHOD AND STORAGE MEDIUM | November 2022 | November 2025 | Allow | 36 | 1 | 0 | Yes | No |
| 18053641 | GUIDED COMODGAN OPTIMIZATION | November 2022 | July 2025 | Allow | 33 | 0 | 1 | Yes | No |
| 18050564 | CONVOLUTION AND TRANSFORMER BASED COMPRESSIVE SENSING | October 2022 | August 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17974568 | Visual Dialogue Method and System | October 2022 | October 2024 | Allow | 24 | 1 | 0 | Yes | No |
| 17969613 | BASE CALLING USING THREE-DIMENTIONAL (3D) CONVOLUTION | October 2022 | June 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 17995283 | METHOD OF TRAINING TEXT QUALITY ASSESSMENT MODEL AND METHOD OF DETERMINING TEXT QUALITY | September 2022 | January 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 17955735 | Partial Fourier Method with Neural Networks | September 2022 | February 2026 | Abandon | 41 | 1 | 0 | No | No |
| 17950974 | COLLABORATION CONTENT GENERATION AND SELECTION FOR PRESENTATION | September 2022 | March 2025 | Abandon | 30 | 1 | 0 | No | No |
| 17931570 | VIRTUAL REALITY BASED PUSH NOTIFICATIONS | September 2022 | July 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17911066 | PREDICTION DEVICE, PREDICTION SYSTEM, CONTROL METHOD, AND CONTROL PROGRAM | September 2022 | July 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17910162 | SYSTEMS AND METHODS FOR CORRELATING REGIONS OF INTEREST IN MULTIPLE IMAGING MODALITIES | September 2022 | August 2025 | Allow | 36 | 1 | 1 | Yes | No |
| 17939686 | METHOD OF OPERATING A MEDICAL IMAGING SYSTEM, METHOD OF SIMULATING A PARTIAL DEFORMATION OF A THREE-DIMENSIONAL MODEL OF AN ORGAN, MEDICAL IMAGING SYSTEM AND SOFTWARE PROGRAM PRODUCT | September 2022 | August 2025 | Allow | 35 | 0 | 0 | No | No |
| 17901494 | LEVERAGING SMART-PHONE CAMERAS AND IMAGE PROCESSING TECHNIQUES TO CLASSIFY MOSQUITO GENUS AND SPECIES | September 2022 | April 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17894870 | Method and System for Instilling Shape-Awareness to Self-Supervised Learning Domain | August 2022 | February 2026 | Abandon | 42 | 1 | 0 | No | No |
| 17798330 | AN IMAGE ANALYSIS DEVICE, A CONTROL METHOD FOR AN IMAGE ANALYSIS DEVICE, AN IMAGE ANALYSIS SYSTEM, AND A CONTROL METHOD FOR AN IMAGE ANALYSIS SYSTEM | August 2022 | March 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 17797079 | APPARATUS FOR INSPECTING APPEARANCE OF CAPSULE | August 2022 | May 2025 | Allow | 34 | 2 | 0 | No | No |
| 17878033 | MEDICAL IMAGE PROCESSING APPARATUS, ENDOSCOPE SYSTEM, MEDICAL IMAGE PROCESSING METHOD, AND PROGRAM | July 2022 | March 2025 | Allow | 32 | 2 | 0 | Yes | No |
| 17815867 | FUSION OF SPATIAL AND TEMPORAL CONTEXT FOR LOCATION DETERMINATION FOR VISUALIZATION SYSTEMS | July 2022 | October 2025 | Allow | 38 | 1 | 0 | No | No |
| 17857921 | CONTEXTUAL-BASED METHOD AND SYSTEM FOR IDENTIFYING AND REVEALING SELECTED OBJECTS FROM VIDEO | July 2022 | September 2023 | Allow | 15 | 1 | 0 | No | No |
| 17851007 | SYSTEM THAT FITS A PARAMETERIZED THREE-DIMENSIONAL SHAPE TO MULTIPLE TWO-DIMENSIONAL IMAGES | June 2022 | October 2024 | Allow | 27 | 0 | 0 | No | No |
| 17847232 | TRAINING APPARATUS, TRAINING METHOD, AND MEDIUM | June 2022 | April 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17664952 | REGION PROPOSAL NETWORKS FOR AUTOMATED BOUNDING BOX DETECTION AND TEXT SEGMENTATION | May 2022 | July 2023 | Allow | 14 | 1 | 0 | No | No |
| 17744921 | ACTION SELECTION BASED ON ENVIRONMENT OBSERVATIONS AND TEXTUAL INSTRUCTIONS | May 2022 | February 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 17727257 | Semi-Transparent Embedded Watermarks | April 2022 | January 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 17703527 | ADAPTIVE NEURAL IMAGE COMPRESSION WITH SMOOTH QUALITY CONTROL BY META-LEARNING | March 2022 | March 2025 | Allow | 36 | 1 | 0 | Yes | No |
| 17698556 | SYSTEM AND METHOD FOR IMPROVING ROBUSTNESS OF PRETRAINED SYSTEMS IN DEEP NEURAL NETWORKS UTILIZING RANDOMIZATION AND SAMPLE REJECTION | March 2022 | October 2024 | Allow | 30 | 1 | 0 | No | No |
| 17685847 | MEDICAL IMAGE PROCESSING METHOD AND APPARATUS, IMAGE PROCESSING METHOD AND APPARATUS, TERMINAL AND STORAGE MEDIUM | March 2022 | February 2025 | Allow | 36 | 1 | 0 | Yes | No |
| 17653015 | Method and System for Zero-Shot Cross Domain Video Anomaly Detection | March 2022 | February 2025 | Allow | 35 | 1 | 0 | Yes | No |
| 17681260 | METHOD AND SYSTEM FOR VISUALIZING INFORMATION ON GIGAPIXELS WHOLE SLIDE IMAGE | February 2022 | March 2026 | Abandon | 49 | 5 | 1 | No | No |
| 17678744 | REDUCING BACKSCATTERED ELECTRON INDUCED ERRORS | February 2022 | November 2024 | Allow | 33 | 1 | 0 | No | No |
| 17676432 | POSE ESTIMATION | February 2022 | December 2025 | Allow | 46 | 4 | 0 | Yes | Yes |
| 17676680 | ENDOSCOPIC IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | February 2022 | February 2025 | Allow | 35 | 2 | 0 | Yes | No |
| 17674818 | MEDICAL SUPPORT DEVICE, OPERATION METHOD OF MEDICAL SUPPORT DEVICE, NON-TRANSITORY COMPUTER READABLE MEDIUM, AND MEDICAL SUPPORT SYSTEM | February 2022 | July 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17674463 | Method For Determining A Tooth Colour | February 2022 | September 2024 | Allow | 31 | 1 | 0 | Yes | No |
| 17667231 | Radar-Based Object Tracking Using a Neural Network | February 2022 | November 2025 | Allow | 46 | 1 | 1 | Yes | No |
| 17592447 | MULTILINEAR DOMAIN-SPECIFIC DOMAIN GENERALIZATION | February 2022 | November 2025 | Allow | 45 | 1 | 0 | Yes | No |
| 17580643 | OPHTHALMOLOGICAL INFORMATION PROCESSING APPARATUS, OPHTHALMOLOGICAL APPARATUS, OPHTHALMOLOGICAL INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM | January 2022 | December 2024 | Allow | 34 | 1 | 0 | Yes | No |
| 17626344 | SYSTEM AND METHOD FOR MODEL-BASED STENT DESIGN AND PLACEMENT | January 2022 | July 2025 | Allow | 42 | 1 | 1 | Yes | No |
No appeal data available for this record. This may indicate that no appeals have been filed or decided for applications in this dataset.
Examiner KY, KEVIN works in Art Unit 2671 and has examined 101 patent applications in our dataset. With an allowance rate of 64.4%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 34 months.
Examiner KY, KEVIN's allowance rate of 64.4% places them in the 25% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by KY, KEVIN receive 1.92 office actions before reaching final disposition. This places the examiner in the 47% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.
The median time to disposition (half-life) for applications examined by KY, KEVIN is 34 months. This places the examiner in the 44% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +27.6% benefit to allowance rate for applications examined by KY, KEVIN. This interview benefit is in the 75% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.
When applicants file an RCE with this examiner, 27.2% of applications are subsequently allowed. This success rate is in the 46% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.
This examiner enters after-final amendments leading to allowance in 22.9% of cases where such amendments are filed. This entry rate is in the 30% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.
When applicants file petitions regarding this examiner's actions, 66.7% are granted (fully or in part). This grant rate is in the 73% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 22% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 28% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.
No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.
Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.
Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.