Paper Citation Record · LEDGER

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation

As of 11 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:1907.01342.

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

pith.paper-citation-record.v1
1907.01342 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T11:16:46.213622Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

25 of 25 outbound references displayed

verified exact8
verified fuzzy7
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 492de0e8-7b5d-4c9a-a4f6-d82748f9870f · outbound

This paper cites Abadi, A.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Abadi, A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T11:16:55.725248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0a6bf922-ce0d-4380-835c-47cb66f83977 · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.732514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1faf6970-bb07-451e-8427-bf3f052b3ec6 · outbound

This paper cites SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-25T11:16:55.508715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f3922e24-a8bc-428e-84d3-1df718bb0d21 · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.721399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8a10a297-916c-42ac-b37a-58d791fb5fc9 · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.728427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 987fb2c2-1bdf-4c72-a9c7-3155cdbff2e7 · outbound

This paper cites Application of Decision Rules for Handling Class Imbalance in Semantic Segmentation.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Application of Decision Rules for Handling Class Imbalance in Semantic Segmentation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-25T11:16:55.503660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6c82bbd6-acce-44d3-830e-24b3e07982d8 · outbound

This paper cites DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-25T11:16:55.518810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 910b7fa9-bbf8-4ac7-a32c-e1b119be54ba · outbound

This paper cites Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-25T11:16:55.529049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5221600f-4b8d-49af-88f4-77cfa82c1666 · outbound

This paper cites Xception: Deep Learning with Depthwise Separable Convolutions.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Xception: Deep Learning with Depthwise Separable Convolutions

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-25T11:16:55.533839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8f367247-ec83-4e53-ae53-424cef0b4399 · outbound

This paper cites Cordts, M.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Cordts, M

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T11:16:55.735607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5d467e5a-5388-4138-b955-c681c373ddfc · outbound

This paper cites Everingham, S.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Everingham, S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T11:16:55.741964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6d44c0c5-45df-42ce-bd78-01a174e085bb · outbound

This paper cites Fahrmeir, A.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Fahrmeir, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T11:16:55.772702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a0add3ad-8e76-4044-b1cc-939efee61f0c · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.768675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 885b30e2-cb22-4f4c-9cc6-e2412730da94 · outbound

This paper cites Himmelreich.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Himmelreich

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T11:16:55.752064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 96df47fb-fe85-417c-aa6c-628e41868dc2 · outbound

This paper cites Krizhevsky, I.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Krizhevsky, I

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T11:16:55.748590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 560f3e99-7416-479c-a426-cc9e89e0a330 · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.745336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d6f6b1ee-77f4-4adf-a946-f313deb883b8 · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.758485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cd793f46-028a-4a29-bdc3-1a512939182a · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.738699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 966d4240-58d6-4d20-81c5-86b021ba9e3c · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.761961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation de87058e-dd49-4ef2-80dc-0613b97aa618 · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.775431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 387026c1-75a0-4486-8c4b-d591f2d26940 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-05-25T11:16:55.523779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 72dab1dd-bb4e-44b1-9e95-11b20efac6b7 · outbound

This paper cites Shelhamer, J.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Shelhamer, J

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T11:16:55.755199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 01ac5362-2746-4657-8135-207519d61920 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-25T11:16:55.538388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 41c1adc8-2677-4dad-b12b-6d796c408f9a · outbound

This paper cites an unresolved cited work.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-25T11:16:55.765629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a63478d4-6fd8-416d-b0ff-d463c17817cb · outbound

This paper cites Multi-Scale Context Aggregation by Dilated Convolutions.

The Ethical Dilemma when (not) Setting up Cost-based Decision Rules in Semantic Segmentation Multi-Scale Context Aggregation by Dilated Convolutions

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-25T11:16:55.513651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.