Search

Elizabeth K. So

Examiner (ID: 18845)

Most Active Art Unit
3766
Art Unit(s)
3762, 3792, 3766, 3796
Total Applications
578
Issued Applications
412
Pending Applications
1
Abandoned Applications
168

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 18319945 [patent_doc_number] => 20230118073 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-20 [patent_title] => KNOWLEDGE BALANCING SELF-DISTILLATION WITH ADAPTIVE MUTUAL INFORMATION (AMI) [patent_app_type] => utility [patent_app_number] => 17/503150 [patent_app_country] => US [patent_app_date] => 2021-10-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7355 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 88 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17503150 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/503150
KNOWLEDGE BALANCING SELF-DISTILLATION WITH ADAPTIVE MUTUAL INFORMATION (AMI) Oct 14, 2021 Pending
Array ( [id] => 18312820 [patent_doc_number] => 20230116720 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-13 [patent_title] => Integrated Control System for Edge Devices [patent_app_type] => utility [patent_app_number] => 17/499828 [patent_app_country] => US [patent_app_date] => 2021-10-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11838 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 195 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17499828 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/499828
Integrated Control System for Edge Devices Oct 11, 2021 Abandoned
Array ( [id] => 17985006 [patent_doc_number] => 20220351043 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-11-03 [patent_title] => ADAPTIVE HIGH-PRECISION COMPRESSION METHOD AND SYSTEM BASED ON CONVOLUTIONAL NEURAL NETWORK MODEL [patent_app_type] => utility [patent_app_number] => 17/448934 [patent_app_country] => US [patent_app_date] => 2021-09-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3956 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -5 [patent_words_short_claim] => 172 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17448934 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/448934
Adaptive high-precision compression method and system based on convolutional neural network model Sep 26, 2021 Issued
Array ( [id] => 18271322 [patent_doc_number] => 20230092564 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-23 [patent_title] => MODEL UPDATE DETERMINATION [patent_app_type] => utility [patent_app_number] => 17/477194 [patent_app_country] => US [patent_app_date] => 2021-09-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8729 [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] => 17477194 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/477194
MODEL UPDATE DETERMINATION Sep 15, 2021 Pending
Array ( [id] => 17476331 [patent_doc_number] => 20220083835 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-17 [patent_title] => DATA COMPRESSION DEVICE AND METHOD FOR A DEEP NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 17/470997 [patent_app_country] => US [patent_app_date] => 2021-09-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3309 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [patent_words_short_claim] => 85 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17470997 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/470997
DATA COMPRESSION DEVICE AND METHOD FOR A DEEP NEURAL NETWORK Sep 8, 2021 Pending
Array ( [id] => 18052878 [patent_doc_number] => 11526260 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2022-12-13 [patent_title] => Native application collaboration [patent_app_type] => utility [patent_app_number] => 17/460164 [patent_app_country] => US [patent_app_date] => 2021-08-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 19 [patent_figures_cnt] => 24 [patent_no_of_words] => 19655 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 258 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17460164 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/460164
Native application collaboration Aug 27, 2021 Issued
Array ( [id] => 20610114 [patent_doc_number] => 12585716 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-03-24 [patent_title] => Intelligent recommendation method and apparatus, model training method and apparatus, electronic device, and storage medium [patent_app_type] => utility [patent_app_number] => 17/445905 [patent_app_country] => US [patent_app_date] => 2021-08-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 7 [patent_no_of_words] => 4421 [patent_no_of_claims] => 7 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 558 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17445905 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/445905
Intelligent recommendation method and apparatus, model training method and apparatus, electronic device, and storage medium Aug 24, 2021 Issued
Array ( [id] => 18209069 [patent_doc_number] => 20230055329 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-23 [patent_title] => SYSTEMS AND METHODS FOR DYNAMIC CHOICE FILTERING [patent_app_type] => utility [patent_app_number] => 17/409188 [patent_app_country] => US [patent_app_date] => 2021-08-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7981 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 133 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17409188 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/409188
SYSTEMS AND METHODS FOR DYNAMIC CHOICE FILTERING Aug 22, 2021 Pending
Array ( [id] => 17507984 [patent_doc_number] => 20220101087 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-31 [patent_title] => MULTI-MODAL REPRESENTATION BASED EVENT LOCALIZATION [patent_app_type] => utility [patent_app_number] => 17/405879 [patent_app_country] => US [patent_app_date] => 2021-08-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12091 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 202 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17405879 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/405879
MULTI-MODAL REPRESENTATION BASED EVENT LOCALIZATION Aug 17, 2021 Pending
Array ( [id] => 18209052 [patent_doc_number] => 20230055312 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-23 [patent_title] => ENVIRONMENT AGNOSTIC INVARIANT RISK MINIMIZATION FOR CLASSIFICATION OF SEQUENTIAL DATASETS [patent_app_type] => utility [patent_app_number] => 17/400900 [patent_app_country] => US [patent_app_date] => 2021-08-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11026 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [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] => 17400900 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/400900
ENVIRONMENT AGNOSTIC INVARIANT RISK MINIMIZATION FOR CLASSIFICATION OF SEQUENTIAL DATASETS Aug 11, 2021 Pending
Array ( [id] => 17416173 [patent_doc_number] => 20220051077 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-17 [patent_title] => SYSTEM AND METHOD FOR SELECTING COMPONENTS IN DESIGNING MACHINE LEARNING MODELS [patent_app_type] => utility [patent_app_number] => 17/401096 [patent_app_country] => US [patent_app_date] => 2021-08-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6350 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 64 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17401096 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/401096
SYSTEM AND METHOD FOR SELECTING COMPONENTS IN DESIGNING MACHINE LEARNING MODELS Aug 11, 2021 Pending
Array ( [id] => 17932261 [patent_doc_number] => 20220327386 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-10-13 [patent_title] => NEURAL NETWORK LAYER FOLDING [patent_app_type] => utility [patent_app_number] => 17/399374 [patent_app_country] => US [patent_app_date] => 2021-08-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11556 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 86 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17399374 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/399374
Neural network layer folding Aug 10, 2021 Issued
Array ( [id] => 17248019 [patent_doc_number] => 20210367764 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-11-25 [patent_title] => BLOCKCHAIN ANALYTICS [patent_app_type] => utility [patent_app_number] => 17/396393 [patent_app_country] => US [patent_app_date] => 2021-08-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 29012 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 62 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17396393 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/396393
BLOCKCHAIN ANALYTICS Aug 5, 2021 Pending
Array ( [id] => 18178609 [patent_doc_number] => 20230039338 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-09 [patent_title] => MACHINE-LEARNING MODELS FOR GENERATING EMERGING USER SEGMENTS BASED ON ATTRIBUTES OF DIGITAL-SURVEY RESPONDENTS AND TARGET OUTCOMES [patent_app_type] => utility [patent_app_number] => 17/393032 [patent_app_country] => US [patent_app_date] => 2021-08-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 16666 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 94 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17393032 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/393032
MACHINE-LEARNING MODELS FOR GENERATING EMERGING USER SEGMENTS BASED ON ATTRIBUTES OF DIGITAL-SURVEY RESPONDENTS AND TARGET OUTCOMES Aug 2, 2021 Pending
Array ( [id] => 18125477 [patent_doc_number] => 20230011094 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-12 [patent_title] => User Interface for Real-time Online Payment User Input [patent_app_type] => utility [patent_app_number] => 17/305530 [patent_app_country] => US [patent_app_date] => 2021-07-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1038 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -4 [patent_words_short_claim] => 135 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17305530 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/305530
User Interface for Real-time Online Payment User Input Jul 8, 2021 Abandoned
Array ( [id] => 17899264 [patent_doc_number] => 20220308926 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-09-29 [patent_title] => Build Manifest In DevOps Landscape [patent_app_type] => utility [patent_app_number] => 17/355949 [patent_app_country] => US [patent_app_date] => 2021-06-23 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 13865 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 147 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17355949 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/355949
Build Manifest In DevOps Landscape Jun 22, 2021 Abandoned
Array ( [id] => 19669752 [patent_doc_number] => 12182505 [patent_country] => US [patent_kind] => B1 [patent_issue_date] => 2024-12-31 [patent_title] => Systems and methods to provide user-generated project-level graphical user interfaces within a collaboration environment [patent_app_type] => utility [patent_app_number] => 17/344876 [patent_app_country] => US [patent_app_date] => 2021-06-10 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 11327 [patent_no_of_claims] => 18 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 816 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17344876 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/344876
Systems and methods to provide user-generated project-level graphical user interfaces within a collaboration environment Jun 9, 2021 Issued
Array ( [id] => 18060139 [patent_doc_number] => 20220391225 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-12-08 [patent_title] => WEB-BASED ROBOTIC PROCESS AUTOMATION DESIGNER SYSTEMS AND AUTOMATIONS FOR VIRTUAL MACHINES, SESSIONS, AND CONTAINERS [patent_app_type] => utility [patent_app_number] => 17/341512 [patent_app_country] => US [patent_app_date] => 2021-06-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11983 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17341512 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/341512
WEB-BASED ROBOTIC PROCESS AUTOMATION DESIGNER SYSTEMS AND AUTOMATIONS FOR VIRTUAL MACHINES, SESSIONS, AND CONTAINERS Jun 7, 2021 Pending
Array ( [id] => 18385974 [patent_doc_number] => 11656755 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-05-23 [patent_title] => Method and apparatus for controlling virtual object to drop virtual item and medium [patent_app_type] => utility [patent_app_number] => 17/332864 [patent_app_country] => US [patent_app_date] => 2021-05-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 12 [patent_figures_cnt] => 14 [patent_no_of_words] => 15923 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 4 [patent_words_short_claim] => 101 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17332864 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/332864
Method and apparatus for controlling virtual object to drop virtual item and medium May 26, 2021 Issued
Array ( [id] => 18795922 [patent_doc_number] => 11829712 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2023-11-28 [patent_title] => Management of presentation content including generation and rendering of a transparent glassboard representation [patent_app_type] => utility [patent_app_number] => 17/323618 [patent_app_country] => US [patent_app_date] => 2021-05-18 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 11 [patent_figures_cnt] => 11 [patent_no_of_words] => 22236 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 379 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17323618 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/323618
Management of presentation content including generation and rendering of a transparent glassboard representation May 17, 2021 Issued
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