Search

Colin W. Stuart

Examiner (ID: 4451, Phone: (571)270-7490 , Office: P/3771 )

Most Active Art Unit
3785
Art Unit(s)
3771, 3785
Total Applications
982
Issued Applications
559
Pending Applications
78
Abandoned Applications
361

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 18438816 [patent_doc_number] => 20230186111 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-15 [patent_title] => COGNITIVE PLATFORM FOR KNOWLEDGE EXTRACTION FROM HETEROGENOUS DATA SOURCES AND THE METHOD THEREOF [patent_app_type] => utility [patent_app_number] => 17/548117 [patent_app_country] => US [patent_app_date] => 2021-12-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5471 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 139 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17548117 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/548117
COGNITIVE PLATFORM FOR KNOWLEDGE EXTRACTION FROM HETEROGENOUS DATA SOURCES AND THE METHOD THEREOF Dec 9, 2021 Pending
Array ( [id] => 18422920 [patent_doc_number] => 20230177384 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-06-08 [patent_title] => Attention Bottlenecks for Multimodal Fusion [patent_app_type] => utility [patent_app_number] => 17/545526 [patent_app_country] => US [patent_app_date] => 2021-12-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11815 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 116 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17545526 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/545526
Attention Bottlenecks for Multimodal Fusion Dec 7, 2021 Pending
Array ( [id] => 18378479 [patent_doc_number] => 20230153567 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-18 [patent_title] => METHOD, APPARATUS, AND SYSTEM FOR DEEP LEARNING OF SPARSE SPATIAL DATA FUNCTIONS [patent_app_type] => utility [patent_app_number] => 17/530023 [patent_app_country] => US [patent_app_date] => 2021-11-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12101 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 136 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17530023 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/530023
METHOD, APPARATUS, AND SYSTEM FOR DEEP LEARNING OF SPARSE SPATIAL DATA FUNCTIONS Nov 17, 2021 Pending
Array ( [id] => 17629565 [patent_doc_number] => 20220164580 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-26 [patent_title] => FEW SHOT ACTION RECOGNITION IN UNTRIMMED VIDEOS [patent_app_type] => utility [patent_app_number] => 17/529011 [patent_app_country] => US [patent_app_date] => 2021-11-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4497 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 80 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17529011 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/529011
FEW SHOT ACTION RECOGNITION IN UNTRIMMED VIDEOS Nov 16, 2021 Pending
Array ( [id] => 18266084 [patent_doc_number] => 20230087326 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-23 [patent_title] => Reinforcement Learning In A Processing Element Method And System Thereof [patent_app_type] => utility [patent_app_number] => 17/454551 [patent_app_country] => US [patent_app_date] => 2021-11-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4880 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 93 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17454551 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/454551
Reinforcement learning in a processing element method and system thereof Nov 10, 2021 Issued
Array ( [id] => 17616608 [patent_doc_number] => 20220158888 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-19 [patent_title] => METHOD TO REMOVE ABNORMAL CLIENTS IN A FEDERATED LEARNING MODEL [patent_app_type] => utility [patent_app_number] => 17/503735 [patent_app_country] => US [patent_app_date] => 2021-10-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11131 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 78 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17503735 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/503735
METHOD TO REMOVE ABNORMAL CLIENTS IN A FEDERATED LEARNING MODEL Oct 17, 2021 Pending
Array ( [id] => 17550596 [patent_doc_number] => 20220121938 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-21 [patent_title] => METHOD AND APPARATUS FOR A NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 17/450385 [patent_app_country] => US [patent_app_date] => 2021-10-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5342 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 111 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17450385 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/450385
METHOD AND APPARATUS FOR A NEURAL NETWORK Oct 7, 2021 Pending
Array ( [id] => 17522369 [patent_doc_number] => 20220108218 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-04-07 [patent_title] => QUANTUM-ASSISTED MACHINE LEARNING WITH TENSOR NETWORKS [patent_app_type] => utility [patent_app_number] => 17/481472 [patent_app_country] => US [patent_app_date] => 2021-09-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17353 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 89 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17481472 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/481472
QUANTUM-ASSISTED MACHINE LEARNING WITH TENSOR NETWORKS Sep 21, 2021 Pending
Array ( [id] => 17722543 [patent_doc_number] => 20220215265 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-07-07 [patent_title] => METHOD AND APPARATUS FOR END-TO-END TASK-ORIENTED LATENT COMPRESSION WITH DEEP REINFORCEMENT LEARNING [patent_app_type] => utility [patent_app_number] => 17/478089 [patent_app_country] => US [patent_app_date] => 2021-09-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9985 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 166 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17478089 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/478089
METHOD AND APPARATUS FOR END-TO-END TASK-ORIENTED LATENT COMPRESSION WITH DEEP REINFORCEMENT LEARNING Sep 16, 2021 Pending
Array ( [id] => 17318175 [patent_doc_number] => 20210407225 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-12-30 [patent_title] => METHOD AND SYSTEM FOR VEHICLE-RELATED DRIVER CHARACTERISTIC DETERMINATION [patent_app_type] => utility [patent_app_number] => 17/474591 [patent_app_country] => US [patent_app_date] => 2021-09-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11895 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 19 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17474591 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/474591
METHOD AND SYSTEM FOR VEHICLE-RELATED DRIVER CHARACTERISTIC DETERMINATION Sep 13, 2021 Abandoned
Array ( [id] => 18225338 [patent_doc_number] => 20230064332 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-02 [patent_title] => CONTROLLER FOR AUTONOMOUS AGENTS USING REINFORCEMENT LEARNING WITH CONTROL BARRIER FUNCTIONS TO OVERCOME INACCURATE SAFETY REGION [patent_app_type] => utility [patent_app_number] => 17/462648 [patent_app_country] => US [patent_app_date] => 2021-08-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4979 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 154 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17462648 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/462648
CONTROLLER FOR AUTONOMOUS AGENTS USING REINFORCEMENT LEARNING WITH CONTROL BARRIER FUNCTIONS TO OVERCOME INACCURATE SAFETY REGION Aug 30, 2021 Abandoned
Array ( [id] => 17629635 [patent_doc_number] => 20220164650 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-26 [patent_title] => MACHINE LEARNING-BASED METHOD FOR AUTOMATICALLY DETERMINING ABNORMAL POINTS OF SINGLE INDICATOR [patent_app_type] => utility [patent_app_number] => 17/402658 [patent_app_country] => US [patent_app_date] => 2021-08-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2720 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -4 [patent_words_short_claim] => 281 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17402658 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/402658
MACHINE LEARNING-BASED METHOD FOR AUTOMATICALLY DETERMINING ABNORMAL POINTS OF SINGLE INDICATOR Aug 15, 2021 Pending
Array ( [id] => 18170423 [patent_doc_number] => 20230037034 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-02 [patent_title] => Graph-Based Recommendations [patent_app_type] => utility [patent_app_number] => 17/389341 [patent_app_country] => US [patent_app_date] => 2021-07-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 20818 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 329 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17389341 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/389341
Graph-Based Recommendations Jul 29, 2021 Pending
Array ( [id] => 18095480 [patent_doc_number] => 20220413821 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-29 [patent_title] => DEPLOYING A MACHINE LEARNING MODEL [patent_app_type] => utility [patent_app_number] => 17/304885 [patent_app_country] => US [patent_app_date] => 2021-06-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7929 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 71 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17304885 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/304885
DEPLOYING A MACHINE LEARNING MODEL Jun 27, 2021 Pending
Array ( [id] => 18096110 [patent_doc_number] => 20220414451 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-29 [patent_title] => MECHANISTIC MODEL PARAMETER INFERENCE THROUGH ARTIFICIAL INTELLIGENCE [patent_app_type] => utility [patent_app_number] => 17/360613 [patent_app_country] => US [patent_app_date] => 2021-06-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19044 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 43 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17360613 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/360613
MECHANISTIC MODEL PARAMETER INFERENCE THROUGH ARTIFICIAL INTELLIGENCE Jun 27, 2021 Pending
Array ( [id] => 18096106 [patent_doc_number] => 20220414447 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-29 [patent_title] => IMPLICIT CURRICULUM LEARNING [patent_app_type] => utility [patent_app_number] => 17/356808 [patent_app_country] => US [patent_app_date] => 2021-06-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17673 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 161 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17356808 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/356808
IMPLICIT CURRICULUM LEARNING Jun 23, 2021 Pending
Array ( [id] => 18038937 [patent_doc_number] => 20220383153 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-01 [patent_title] => OBTAINING AND UTILIZING FEEDBACK FOR AGENT-ASSIST SYSTEMS [patent_app_type] => utility [patent_app_number] => 17/332099 [patent_app_country] => US [patent_app_date] => 2021-05-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13976 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 157 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17332099 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/332099
Obtaining and utilizing feedback for agent-assist systems May 26, 2021 Issued
Array ( [id] => 18023236 [patent_doc_number] => 20220374735 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-11-24 [patent_title] => SYSTEM AND METHOD FOR ENTITY NORMALIZATION AND DISAMBIGUATION [patent_app_type] => utility [patent_app_number] => 17/325567 [patent_app_country] => US [patent_app_date] => 2021-05-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7063 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 159 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17325567 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/325567
SYSTEM AND METHOD FOR ENTITY NORMALIZATION AND DISAMBIGUATION May 19, 2021 Abandoned
Array ( [id] => 18143762 [patent_doc_number] => 20230017613 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-19 [patent_title] => ESTIMATION DEVICE, ESTIMATION METHOD, PROGRAM AND LEARNED MODEL GENERATION DEVICE [patent_app_type] => utility [patent_app_number] => 17/786559 [patent_app_country] => US [patent_app_date] => 2020-12-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9525 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -5 [patent_words_short_claim] => 103 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17786559 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/786559
ESTIMATION DEVICE, ESTIMATION METHOD, PROGRAM AND LEARNED MODEL GENERATION DEVICE Dec 7, 2020 Pending
Array ( [id] => 17916245 [patent_doc_number] => 20220318641 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-06 [patent_title] => GENERAL FORM OF THE TREE ALTERNATING OPTIMIZATION (TAO) FOR LEARNING DECISION TREES [patent_app_type] => utility [patent_app_number] => 17/616946 [patent_app_country] => US [patent_app_date] => 2020-06-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 39696 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -23 [patent_words_short_claim] => 287 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17616946 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/616946
General form of the tree alternating optimization (TAO) for learning decision trees Jun 7, 2020 Issued
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