Paper Citation Record · LEDGER

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception

As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2606.17241.

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

pith.paper-citation-record.v1
2606.17241 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T03:59:43.170115Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

43 of 43 outbound references displayed

verified exact7
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9bbf7b03-a436-4051-9025-004dc639ea2a · outbound

This paper cites BoT-SORT: Robust Associations Multi-Pedestrian Tracking.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception BoT-SORT: Robust Associations Multi-Pedestrian Tracking

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:38:43.738816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b8a11a41-9159-4683-8e4e-b78d8edda48a · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 437627a8-1926-45da-a0ad-2b5141dbf729 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57ce990e-9a40-4d17-933d-fa2732313304 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a97d971-87fa-4fcc-b880-305f59063534 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0def2145-9168-4bd2-ad22-ed640c016891 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 095bbc0a-4ce0-4e89-aaba-6a7616121915 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc13dc7-76f3-4b31-8c41-bf073108cbcf · outbound

This paper cites An Analysis of Deep Neural Network Models for Practical Applications.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception An Analysis of Deep Neural Network Models for Practical Applications

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-03T17:38:43.748408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 69ede2d1-4e23-4aa8-bbce-203801d23f44 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d6409b-a814-4dc7-97cf-8aeaf140971d · outbound

This paper cites 2023.Computer Vision Annotation Tool (CV AT).

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception 2023.Computer Vision Annotation Tool (CV AT)

Reference 10

Resolution: malformed identifier; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d311bee5-6c05-43fd-bb88-4e784a9ed82b · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 096564b4-c168-4c0b-a6e8-ffb60a0b46a5 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a43a2993-4a2d-4217-86ae-ad1cd12c4dd7 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd4a141-e287-4ed0-956b-be82ca6ca520 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c9506b0-b3be-4b52-86e2-ff9b66663448 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a95bd0-653e-444d-a258-3fda2b3eadc9 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd3cd25-a4d9-4831-860a-8f03b31878bb · outbound

This paper cites Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-03T17:38:43.745628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea65626c-404f-4c8c-9fb6-b95aa8c36a45 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dad38e56-1a85-4826-ba20-ac22368cac0a · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Distilling the Knowledge in a Neural Network

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-03T17:38:43.747677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7cb73ea6-0e1c-44d8-8925-a40095090643 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ce223f7-99c1-471b-a2d0-f53773792c52 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fe28390-2d4e-4f0e-9d2d-4780bd0ce571 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 187e43f1-4ad5-4172-8be1-b059622d08f3 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7673528b-6e61-46f3-96a3-832b3e9ec461 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb5d92a-2548-42bc-aff6-4b22910bf67e · outbound

This paper cites Yolo-llts: 9 Real-time low-light traffic sign detection via prior-guided enhancement and multi-branch feature interaction.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Yolo-llts: 9 Real-time low-light traffic sign detection via prior-guided enhancement and multi-branch feature interaction

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:38:43.743143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d6640053-b260-4572-bf47-60f10732431d · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf2299b8-7852-414c-b99d-b149e1930432 · outbound

This paper cites Benchmarking Nighttime Traffic Sign Recognition with Illumination-Adaptive Detection and Semantic Attribute Reasoning.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Benchmarking Nighttime Traffic Sign Recognition with Illumination-Adaptive Detection and Semantic Attribute Reasoning

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-03T17:38:43.751175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d7e24f6-695d-47fc-ae2d-b351f9f4914e · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b377430f-14ce-450a-9276-31a549a1f057 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 166f8a63-eef4-4a53-9a09-4c3772b2e5f2 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e8b680b-6f1c-464e-8f39-8e8e28a828e2 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85514c1e-fa27-4b1e-b8fc-05963fb9aebb · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddcbc675-889f-41ff-8ace-6bf9fafc8d87 · outbound

This paper cites In Proceedings of the IEEE international conference on computer vision.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception In Proceedings of the IEEE international conference on computer vision

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b10eafd7-c46b-4ed3-9987-148ee31159c4 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acab527b-8a70-4e4b-93a1-aef424d5efcb · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6826e851-d3b7-4149-aa06-669a3c01e5ad · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2aca4a2-d6ab-48af-8959-6b142b4bdf35 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b72f0fbf-8323-4228-80e5-a4e940eedb23 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243b7666-dd6f-4224-a5e0-bfda2ad2fb1f · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60771671-6aa8-4138-a446-ffe450d3a17e · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8181d586-d5eb-4309-b1b3-f2a9a925f6b3 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38294b21-db76-4abe-9eaa-903f211aae67 · outbound

This paper cites an unresolved cited work.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-27T03:59:43.170115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c71997b-bf48-47ce-a0e0-be052ece9d73 · outbound

This paper cites GPU”field and GPU tem- perature from “Temp gpu.

Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception GPU”field and GPU tem- perature from “Temp gpu

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:38:43.745207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.