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Paper Citation Record · LEDGER

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment

As of 15 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2412.18230.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.18230 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:59:19.247952Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

  • verified exact0
  • verified fuzzy39
  • unresolved24
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e1b60f4-054f-49c4-9ef1-d712ba897582 · outbound

This paper cites Yolov8-qsd: An improved small object detection algorithm for autonomous vehicles based on yolov8,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Yolov8-qsd: An improved small object detection algorithm for autonomous vehicles based on yolov8,

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 333349c8-1e2c-4a5c-9b1f-4984f22f3cdf · outbound

This paper cites A generalist vision–language foundation model for diverse biomedical tasks,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment A generalist vision–language foundation model for diverse biomedical tasks,

Reference 2

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Source-reported events for the cited work

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Observation 456c25f3-663f-4acc-b4f5-52b031807982 · outbound

This paper cites Transunet: Rethinking the u-net architecture design for medical image segmentation through the lens of transformers,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Transunet: Rethinking the u-net architecture design for medical image segmentation through the lens of transformers,

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation c0bbf733-1409-471e-9c74-9423b9109509 · outbound

This paper cites A lightweight small object detection method based on multi-layer coordination federated intelligence for coal mine iovt,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment A lightweight small object detection method based on multi-layer coordination federated intelligence for coal mine iovt,

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation b4e13dc5-6992-4523-80b8-aef286446af3 · outbound

This paper cites Fusion-driven deep feature network for enhanced object detection and tracking in video surveillance systems,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Fusion-driven deep feature network for enhanced object detection and tracking in video surveillance systems,

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 077ecd4f-58cc-4dc8-8e01-ed2bc76f432b · outbound

This paper cites Small insulator defects detection based on multi-scale feature interaction transformer for uav-assisted power iovt,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Small insulator defects detection based on multi-scale feature interaction transformer for uav-assisted power iovt,

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 728f52fd-2315-4133-adb1-82703a7d9f07 · outbound

This paper cites Edge comput- ing with artificial intelligence: A machine learning perspective,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Edge comput- ing with artificial intelligence: A machine learning perspective,

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c8525d66-3063-483e-a082-3bc75c413200 · outbound

This paper cites Edge-computing-driven internet of things: A survey,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Edge-computing-driven internet of things: A survey,

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 9200d907-4997-4c06-8e83-c508d78e8c11 · outbound

This paper cites Cloud computing in construction industry: Use cases, benefits and challenges,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Cloud computing in construction industry: Use cases, benefits and challenges,

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation f9f847dc-e0ac-4522-a5c0-3f7116a663b2 · outbound

This paper cites Edge yolo: Real-time intelligent object detection system based on edge-cloud cooperation in autonomous vehicles,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Edge yolo: Real-time intelligent object detection system based on edge-cloud cooperation in autonomous vehicles,

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation f8cd32a1-9e44-4c21-ad21-23c9bf28353e · outbound

This paper cites Cooperative multi- camera vehicle tracking and traffic surveillance with edge artificial intelligence and representation learning,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Cooperative multi- camera vehicle tracking and traffic surveillance with edge artificial intelligence and representation learning,

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 42ad5848-e141-4dd7-9dcf-b8c283c81bd0 · outbound

This paper cites A small object real-time detection method for power line inspection in low-illuminance environments,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment A small object real-time detection method for power line inspection in low-illuminance environments,

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.067388Z digest=sha256:8772f86f58ba19903c864b55fd957999a1b8dcabcf536dd3091edc72edfee505

Observation eebd941c-97c5-4ba1-be5c-abd3e42b3017 · outbound

This paper cites MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 955eadc7-ff9f-4bd7-b0b7-1052855ddcd5 · outbound

This paper cites Mobilevit: Light-weight, general-purpose, and mobile-friendly vision transformer,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Mobilevit: Light-weight, general-purpose, and mobile-friendly vision transformer,

Reference 14

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no resolver link, observed 2026-08-11T04:59:19.075161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 071a26e3-922b-40de-8a10-94c5b7093c71 · outbound

This paper cites Efficientformer: Vision transformers at mobilenet speed,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Efficientformer: Vision transformers at mobilenet speed,

Reference 15

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unresolved
no resolver link, observed 2026-08-11T04:59:19.078821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c37ab290-2334-4b2a-9b95-1e6c23c611a2 · outbound

This paper cites The yolo framework: A comprehensive review of evolution, applications, and benchmarks in object detection,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment The yolo framework: A comprehensive review of evolution, applications, and benchmarks in object detection,

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation bff66867-1062-4915-8f0f-994dec39f9e0 · outbound

This paper cites Ssd: Single shot multibox detector,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Ssd: Single shot multibox detector,

Reference 17

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Source-reported events for the cited work

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Observation b31fe36c-a53d-484e-9cbd-eaa2578a9d6c · outbound

This paper cites Real- time automatic helmet detection of motorcyclists in urban traffic using improved yolov5 detector,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Real- time automatic helmet detection of motorcyclists in urban traffic using improved yolov5 detector,

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 2e820599-4d6f-40b2-8b74-fd28beac5625 · outbound

This paper cites Deep learning based protective equipment detection on offshore drilling platform,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Deep learning based protective equipment detection on offshore drilling platform,

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation e4207311-ac3a-404e-bcad-5722f2ee5d6c · outbound

This paper cites Internet of video things: Next-generation iot with visual sensors,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Internet of video things: Next-generation iot with visual sensors,

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 61b5197c-b12d-438c-a2e2-7661a4537186 · outbound

This paper cites Automated exploration and implementation of distributed cnn inference at the edge,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Automated exploration and implementation of distributed cnn inference at the edge,

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 14d044a6-f697-455f-b2bb-7272bd7cfd87 · outbound

This paper cites Roofsplit: an edge com- puting framework with heterogeneous nodes collaboration considering optimal cnn model splitting,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Roofsplit: an edge com- puting framework with heterogeneous nodes collaboration considering optimal cnn model splitting,

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 4038a63d-b9cc-4d7f-b691-55796b111864 · outbound

This paper cites A comprehensive survey of neural architecture search: Challenges and solutions,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment A comprehensive survey of neural architecture search: Challenges and solutions,

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation cb81e48c-d707-408b-8d47-481ea8924cd8 · outbound

This paper cites Hadas: Hardware-aware dynamic neural architecture search for edge performance scaling,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Hadas: Hardware-aware dynamic neural architecture search for edge performance scaling,

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 078eff0c-75ec-48d0-839c-f114a7102ff9 · outbound

This paper cites Finch: Enhancing federated learning with hierarchical neural architecture search,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Finch: Enhancing federated learning with hierarchical neural architecture search,

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation afe5e44e-79ef-4d8d-bf4f-c5d8ba6b659f · outbound

This paper cites Neural architecture search algo- rithm to optimize deep transformer model for fault detection in electrical power distribution systems,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Neural architecture search algo- rithm to optimize deep transformer model for fault detection in electrical power distribution systems,

Reference 26

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raw_fallback, observed 2026-08-11T04:59:19.707855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 8b0017fd-7dc9-43a4-bb90-135f9ddcdbc9 · outbound

This paper cites Shufflenet: An extremely effi- cient convolutional neural network for mobile devices,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Shufflenet: An extremely effi- cient convolutional neural network for mobile devices,

Reference 27

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unresolved
no resolver link, observed 2026-08-11T04:59:19.122916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 789af2bc-a34d-4a39-9fb8-dfce9529eb7e · outbound

This paper cites Repvgg: Mak- ing vgg-style convnets great again,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Repvgg: Mak- ing vgg-style convnets great again,

Reference 28

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unresolved
no resolver link, observed 2026-08-11T04:59:19.126474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.126474Z digest=sha256:fb7e61777fc9997745be3431f5bb6ddeb9f7d40e8270778cbf7c580d72f76998

Observation faf5905e-b1b8-4018-a471-fbd6e11cc36f · outbound

This paper cites Pose guided anchoring for detecting proper use of personal protective equipment,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Pose guided anchoring for detecting proper use of personal protective equipment,

Reference 29

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raw_fallback, observed 2026-08-11T04:59:19.676131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.129595Z digest=sha256:4fb35a493f6e185a469e69f77a469bc1138becd5e20ba6f98f1354ac4c42c76a

Observation 2e14ebb9-bc9e-44c8-a7b9-5233387de060 · outbound

This paper cites Safety helmet wearing detection based on yolov5 of attention mechanism,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Safety helmet wearing detection based on yolov5 of attention mechanism,

Reference 30

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raw_fallback, observed 2026-08-11T04:59:19.664747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.132547Z digest=sha256:45592b23b582123354f1679c4e5748ca02f7c0a9406f6a6f2c7e70a8b5b43642

Observation da02fcfd-f17e-4092-879d-c6e258740a6b · outbound

This paper cites Multi-scale safety helmet detection based on sas-yolov3-tiny,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Multi-scale safety helmet detection based on sas-yolov3-tiny,

Reference 31

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raw_fallback, observed 2026-08-11T04:59:19.653031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 244d5d04-85a1-41f4-bbce-2d0e721ab2b3 · outbound

This paper cites an unresolved cited work.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Unresolved cited work

Reference 32

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unresolved
raw_fallback, observed 2026-08-11T04:59:19.640939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 483463fd-3fc3-414c-9b6a-f51edd3a21b2 · outbound

This paper cites Condconv: Conditionally parameterized convolutions for efficient inference,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Condconv: Conditionally parameterized convolutions for efficient inference,

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.141345Z digest=sha256:5f5c8d7bcb867194643dc3e30d23764b00466f8c803d425f57360c90812c94a8

Observation 38060dd4-25cb-42f6-a677-2f00322af5d9 · outbound

This paper cites Attention mechanisms in computer vision: A survey,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Attention mechanisms in computer vision: A survey,

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.144219Z digest=sha256:469dbc4c96d909c3956d3239d5109a325cd81086618f60bd19e305c1079caab4

Observation 566b29be-33e2-4348-8883-76ad6e919dbd · outbound

This paper cites Eca-net: Efficient channel attention for deep convolutional neural networks,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Eca-net: Efficient channel attention for deep convolutional neural networks,

Reference 35

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raw_fallback, observed 2026-08-11T04:59:19.608209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.147134Z digest=sha256:8ef2fc1a43614b1066963d59619c54769a65fc8f11ed05eb911db28502be3d85

Observation cb846bf1-e731-4611-88ff-145addd98dce · outbound

This paper cites Non-local neural net- works,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Non-local neural net- works,

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.150531Z digest=sha256:6dce33d37c7d83ec01067b9fe5a7000677693c2ea691f3300b3d82bcbeb576d7

Observation fdc2dd49-2060-4f8e-bb09-a90e68f103a0 · outbound

This paper cites Coordinate attention for efficient mobile network design,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Coordinate attention for efficient mobile network design,

Reference 37

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raw_fallback, observed 2026-08-11T04:59:19.584903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.153890Z digest=sha256:33ab4353d78dbc1f39a44b89445f8d28c6b82873fe993eb5a5816a2756ffc848

Observation 3048f5c6-7fde-404e-aabd-51de37c9f977 · outbound

This paper cites Strip pooling: Rethinking spatial pooling for scene parsing,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Strip pooling: Rethinking spatial pooling for scene parsing,

Reference 38

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raw_fallback, observed 2026-08-11T04:59:19.571526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.156883Z digest=sha256:92ecbf1cba229ef94dbbdc06b624ec348bc59016202de841d2d78d2509d9a2c3

Observation 74b5b709-82f3-4186-803d-0134aaf05c93 · outbound

This paper cites YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.160061Z digest=sha256:423693ec7b6407326cd21d6ce7a96db65fca9587fa5b7476705f794e0537275f

Observation 8240c4e6-89de-4793-8b3d-be5527294062 · outbound

This paper cites Ghostnet: More features from cheap operations,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Ghostnet: More features from cheap operations,

Reference 40

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raw_fallback, observed 2026-08-11T04:59:19.558407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.163808Z digest=sha256:b358c81321bbcc0d70145dc461206984a09dd130eb1b4b0f75d5f428932aa12f

Observation 1668747d-ff5c-4719-bcdd-ee316a413cdb · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Imagenet: A large-scale hierarchical image database,

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.167533Z digest=sha256:fab33737364cd06198fb19d28c4e9b36c7f70ab382b532a9e54855d7735863ba

Observation a9feb747-6cc2-48ec-bba1-03f53eff2e6b · outbound

This paper cites Microsoft coco: Common objects in context,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Microsoft coco: Common objects in context,

Reference 42

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.170701Z digest=sha256:b538feab210dd23adb6f842ad5c4461bc14080dedd9cdeb4fb5671a0994fcc76

Observation 45dc858c-37ad-4db5-a512-88b18103f270 · outbound

This paper cites Deep residual learning for image recognition,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Deep residual learning for image recognition,

Reference 43

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T04:59:19.174009Z digest=sha256:d2ff12d50e6ccf9c714422bf577d3c9e7737230526e2ca4bb9c2efbb93087afe

Observation cc066478-5919-4210-8db8-0dd38cdef70d · outbound

This paper cites Visual transformers: Token- based image representation and processing for computer vision,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Visual transformers: Token- based image representation and processing for computer vision,

Reference 44

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.177466Z digest=sha256:ddda6e84f49e2fdb1f46951a21f5244dcf613ef6af1d28cbd4eedba3bc76edb6

Observation 32c8ff66-878e-4ca8-adba-57b27f81f58b · outbound

This paper cites YOLOv11: An Overview of the Key Architectural Enhancements.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment YOLOv11: An Overview of the Key Architectural Enhancements

Reference 45

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T04:59:19.180419Z digest=sha256:988c1d868606f6c0eed714df0a436c13ac31a803b9759b595d7e41110135d3d5

Observation 5cc42856-7f22-44cd-accf-c41c186bb20d · outbound

This paper cites A generic shared attention mecha- nism for various backbone neural networks,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment A generic shared attention mecha- nism for various backbone neural networks,

Reference 46

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verified fuzzy
raw_fallback, observed 2026-08-11T04:59:19.511992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.185070Z digest=sha256:674473684aa1d0c5868d42b41482057261a6d8bfa25a5deacca15b5a006bcf4b

Observation d48deebb-75fb-4cc3-8d2c-9b4726709ad3 · outbound

This paper cites Mobilenetv2: Inverted residuals and linear bottlenecks,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Mobilenetv2: Inverted residuals and linear bottlenecks,

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T04:59:19.188929Z digest=sha256:1673e33c3ec5e964941205e55bc2dd859a73ee2455d4a12fa98706b42f5d9484

Observation a098d83f-b05e-492a-8725-029d098b15ac · outbound

This paper cites Shufflenet v2: Practical guidelines for efficient cnn architecture design,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Shufflenet v2: Practical guidelines for efficient cnn architecture design,

Reference 48

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T04:59:19.192519Z digest=sha256:a24b0f802c0985d624d6f0c20a6a96bf0670541dec6775dd6dd3e281ae95fdd2

Observation 61db66c6-65cd-47f7-bd40-e7457497f896 · outbound

This paper cites Rethinking bottleneck structure for efficient mobile network design,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Rethinking bottleneck structure for efficient mobile network design,

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-11T04:59:19.481479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.196508Z digest=sha256:3eac72d95742420952454f7d077b868f85461879bb0a1d813bccb6d2ee085615

Observation a894fc1b-38ee-4828-87a9-c2e01b4239c6 · outbound

This paper cites PP-LCNet: A Lightweight CPU Convolutional Neural Network.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment PP-LCNet: A Lightweight CPU Convolutional Neural Network

Reference 50

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T04:59:19.200765Z digest=sha256:a17b52241bf299d2bb78c352f9ac39a5dffd972cdec6dfee6664714de4c588b7

Observation c8d1abe5-ffbe-47ed-923a-bfef1fd352b1 · outbound

This paper cites Aggregating global features into local vision transformer,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Aggregating global features into local vision transformer,

Reference 51

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raw_fallback, observed 2026-08-11T04:59:19.468848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.204439Z digest=sha256:dcc03a23fd4605b0d3978fda11bf4906d4e91cf8d9a31243a7b2e25600efcc99

Observation e651392e-8b10-4d86-80e1-6b9dd6eb31a4 · outbound

This paper cites Crossformer: Transformer utilizing cross- dimension dependency for multivariate time series forecasting,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Crossformer: Transformer utilizing cross- dimension dependency for multivariate time series forecasting,

Reference 52

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.208508Z digest=sha256:13b28b19028c5f7f89eb289b6072561e7be6b3f41ca87ec167b3599dd407d7ff

Observation f317dcdc-5be5-44c4-b3f4-50d82385de22 · outbound

This paper cites Vision transformer with deformable attention,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Vision transformer with deformable attention,

Reference 53

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no resolver link, observed 2026-08-11T04:59:19.212056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.212056Z digest=sha256:5b4b4841180e4231dc09b47299baa177d98ea43210b21517d72faf424ae76584

Observation 3c0ba401-076e-4db6-aae8-a9a8a67bd005 · outbound

This paper cites Epsanet: An efficient pyramid split attention block on convolutional neural network,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Epsanet: An efficient pyramid split attention block on convolutional neural network,

Reference 54

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verified fuzzy
raw_fallback, observed 2026-08-11T04:59:19.439141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.215362Z digest=sha256:1d2c3c4b4c96f4284b06ec5c3a49d44441d478571a1cd9380ad0f744e7192ac6

Observation 76b20fdd-e2f2-405a-a399-b5af94c0ff8f · outbound

This paper cites End-to-end object detection with transformers,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment End-to-end object detection with transformers,

Reference 55

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no resolver link, observed 2026-08-11T04:59:19.219424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.219424Z digest=sha256:b6e52e7b6dbb66b62ee4991ddf40e7577508868a789bc06176e03ade66feef4d

Observation 14e907cd-bca1-4681-bff7-47d337e87e37 · outbound

This paper cites Yolov7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Yolov7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors,

Reference 56

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raw_fallback, observed 2026-08-11T04:59:19.417772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.222830Z digest=sha256:cc7473a4a46e933dae6c89b54bfa55b68113b3313b2cd095de34da05fde77141

Observation 99d5baff-46b8-4eeb-87f6-3aa8cf0885dc · outbound

This paper cites Fcos: Fully convolutional one- stage object detection,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Fcos: Fully convolutional one- stage object detection,

Reference 57

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raw_fallback, observed 2026-08-11T04:59:19.405155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.226234Z digest=sha256:3b1ca98aff4b13bcda9b76a8bcab589c9e1e72291f382ecaf302dead6e510fc8

Observation 058a533b-17f0-4713-92cf-6bdbead761af · outbound

This paper cites Pp-yoloe: An evolved version of yolo,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Pp-yoloe: An evolved version of yolo,

Reference 58

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raw_fallback, observed 2026-08-11T04:59:19.391182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.229443Z digest=sha256:cda9c77520f2203958129acf2a82aa5634be024a2fb600472cff66572fc5655d

Observation 2319b965-6b93-4302-b336-1fbaddd7857d · outbound

This paper cites Transformer for object detection: Review and benchmark,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Transformer for object detection: Review and benchmark,

Reference 59

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raw_fallback, observed 2026-08-11T04:59:19.377956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.232820Z digest=sha256:2b88ba3ea68d35d5cb1f282176a4b7468b7919a74e41ee85b7e5f032b26ce21d

Observation 39089be5-a6c1-4777-94fb-1826a36cf3fe · outbound

This paper cites Edge-assisted real-time instance segmentation for resource-limited iot devices,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Edge-assisted real-time instance segmentation for resource-limited iot devices,

Reference 60

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raw_fallback, observed 2026-08-11T04:59:19.365428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.236894Z digest=sha256:62240f9caad5752bf36ee448674d1ecbeaadac132ef6fbe55d110e60616e9c1a

Observation 16fd0860-9121-40e6-bc14-8cb64279cc22 · outbound

This paper cites Iot edge computing-enabled collaborative tracking system for manufacturing re- sources in industrial park,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment Iot edge computing-enabled collaborative tracking system for manufacturing re- sources in industrial park,

Reference 61

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raw_fallback, observed 2026-08-11T04:59:19.352950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.240480Z digest=sha256:8b786badc093846dd5edf749d06a4d13738993379a79ac6a695c99e54fd6abe1

Observation be121bfe-4e56-4d2d-aaf5-ef9d75bf5a08 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment On the Opportunities and Risks of Foundation Models

Reference 62

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:59:19.244035Z digest=sha256:6873881dfa91c85b2f977870321e92e48225265a757de5a6b9b2e5b47b3a9a2f

Observation c48a9257-47b2-478d-b49c-b858f5ce2fa0 · outbound

This paper cites On the challenges and perspectives of foundation models for medical image analysis,.

Efficient Detection Framework Adaptation for Edge Computing: A Plug-and-play Neural Network Toolbox Enabling Edge Deployment On the challenges and perspectives of foundation models for medical image analysis,

Reference 63

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raw_fallback, observed 2026-08-11T04:59:19.341310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-11T04:59:19.247952Z digest=sha256:a53a078ab5c884e6a3afa7d424c488e01097bd206ea926172b4d543230937701

Pith citing papers

No inbound Pith citation observations are available.