Paper Citation Record · LEDGER

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2507.17793.

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

pith.paper-citation-record.v1
2507.17793 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:52:34.302760Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

32 of 32 outbound references displayed

verified exact1
verified fuzzy19
unresolved9
parse uncertain2
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fbc43ffe-dc19-4384-846a-75b8f4c4f24f · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:52:34.569541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 481445ac-dd2d-41b9-935d-1ad9d8c3cb32 · outbound

This paper cites Boutros, M.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Boutros, M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.562360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3e57b261-4c67-4669-a7d3-8bdb522da463 · outbound

This paper cites Brogan, N.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Brogan, N

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.555365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 09a69f11-e015-451a-be94-5beee5d74c0b · outbound

This paper cites Brogan, B.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Brogan, B

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.548018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6b677b12-3018-4f7b-85ef-068a123121e4 · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:52:34.540866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2c12e793-966e-4a58-b5b6-4a96b2cf50f9 · outbound

This paper cites Cheshire and M.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Cheshire and M

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.533658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 09738286-a399-4782-9818-9485194c5302 · outbound

This paper cites Kubeedge: Ku- bernetes native edge computing framework.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Kubeedge: Ku- bernetes native edge computing framework

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.518050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 76a7566f-9dd4-461d-b1bd-66af669d0a78 · outbound

This paper cites ComfyUI: A Modular Node-Based GUI for Diffusion Models.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks ComfyUI: A Modular Node-Based GUI for Diffusion Models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.510208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fabab59e-e93f-4ed8-a7ee-72d52d701922 · outbound

This paper cites Cornett, J.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Cornett, J

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.502626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d86bf840-6886-4f03-a34f-a40dc91d28d9 · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:52:34.495408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 71b2df29-47c7-49c5-94e2-fa9a7129f8b0 · outbound

This paper cites Corporation.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Corporation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.488058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation acf8cc4f-173a-4f31-ac83-7a7c532905ce · outbound

This paper cites python-tf-bodypix: Bodypix model implementation using tensorflow in python.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks python-tf-bodypix: Bodypix model implementation using tensorflow in python

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.480800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 188ca7d1-87ae-4394-a15f-76978673d1ff · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:52:34.473187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation badeb534-4998-400d-8b3b-148173856455 · outbound

This paper cites SAKURA-II: Energy-efficient edge ai ac- celerator.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks SAKURA-II: Energy-efficient edge ai ac- celerator

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.465869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 35b0e880-ead7-417f-ab84-c19e95c2ba96 · outbound

This paper cites Hailo-8 AI Processor.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Hailo-8 AI Processor

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.458202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53a32e38-9269-434c-9c75-8367cc0f54c4 · outbound

This paper cites Intel Movidius Neural Compute Stick 2 product brief, 2018.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Intel Movidius Neural Compute Stick 2 product brief, 2018

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.450672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 17f47d67-143c-47f3-836a-49b8f7db6701 · outbound

This paper cites Expanding on the BRIAR Dataset: A Comprehensive Whole Body Biometric Recognition Resource at Extreme Distances and Real-World Scenarios (Collections 1-4).

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Expanding on the BRIAR Dataset: A Comprehensive Whole Body Biometric Recognition Resource at Extreme Distances and Real-World Scenarios (Collections 1-4)

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:52:34.333232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b88107fa-cb94-459f-8634-1902e712e4bd · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:52:34.443015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f55112dd-11ab-4692-9f60-894d01378f2b · outbound

This paper cites Lie and W.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Lie and W

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.435783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 85e0a532-cc89-457c-83f9-c8a15560d504 · outbound

This paper cites Liu and W.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Liu and W

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.428109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 490b9520-571c-41a8-8ad9-933fcd5211c4 · outbound

This paper cites Macenski, T.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Macenski, T

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.420716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cd00072e-69d7-4d88-b7ca-c14352590108 · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:52:34.412910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 38a5cb75-5d9f-4328-b454-bfd88fb4cc5e · outbound

This paper cites Intel® Movidius™ Neural Compute SDK (NCSDK), 2019.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Intel® Movidius™ Neural Compute SDK (NCSDK), 2019

Reference 23

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T14:52:34.404629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e841aaf9-6654-4cc3-8eae-43b869b9b425 · outbound

This paper cites Triton inference server.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Triton inference server

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.395745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9f500dd0-ba7a-4359-a80e-15a614700bd6 · outbound

This paper cites NVIDIA Triton Inference Server ,.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks NVIDIA Triton Inference Server ,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.387619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 90e9369b-56e0-4e8f-8485-f5c4de4687f5 · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:52:34.371820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b54d9041-9287-4d49-b767-0739d2b5ec21 · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:52:34.363621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e945f3cf-cd29-4787-9fee-7ba9bac79b35 · outbound

This paper cites Sandler, A.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Sandler, A

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.355316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b5f7fba8-7417-47dd-94c1-a5be7c13fabb · outbound

This paper cites Schroff, D.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Schroff, D

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:52:34.299638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94fad093-5eb7-4a38-9e34-01fd92310341 · outbound

This paper cites DeepLab Quan- tization Guide.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks DeepLab Quan- tization Guide

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:52:34.341446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a3cc0ab3-0d24-46e8-b8f9-1f4ec0a30714 · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 2013

Resolution: parse uncertain; raw_fallback, observed 2026-08-06T14:52:34.525289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 79e8d54f-f363-4236-a2a3-b89461f8c186 · outbound

This paper cites an unresolved cited work.

CHAMP: A Configurable, Hot-Swappable Edge Architecture for Adaptive Biometric Tasks Unresolved cited work

Reference 2025

Resolution: parse uncertain; raw_fallback, observed 2026-08-06T14:52:34.379577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.