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Paper Citation Record · LEDGER

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty

As of 18 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2506.19442.

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

pith.paper-citation-record.v1
2506.19442 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:11:17.536628Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07abf408-20c7-4233-b447-e4c413dbf96a · outbound

This paper cites and Berrada, M.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty and Berrada, M

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:11:17.813328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.452036Z digest=sha256:0163e50f9fe6462fa4b6af33273cece75c410ecc7cef7409e413d468a73fde78

Observation 250bfbe6-d944-46a8-85bc-c79d79d1e912 · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:11:17.799282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.456539Z digest=sha256:76ddf6cd2294cf144f5c100da3a9cab07721ba4b4726a603c25aac3d90ff5144

Observation 187a3db7-454d-4688-9a7e-5bb256ca4a1a · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:11:17.785303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.461179Z digest=sha256:0efb995940c5ca17fc0cfb8709569b13bf1320af3c2e87a11e96488d7a3a59ba

Observation de766f7b-4cdf-4b00-80eb-9ce56af86d0b · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T23:11:17.466195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:11:17.466195Z digest=sha256:63ae993fc32555c00955b8feb35463b3f59ed32a9e4e1057a1434599de36e22d

Observation 5b05c5fe-63ea-4752-8f82-2cea39c76aa9 · outbound

This paper cites A., Akhtar, N., Bennamoun, M., and Mian, A.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty A., Akhtar, N., Bennamoun, M., and Mian, A

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:11:17.762977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.471052Z digest=sha256:66e98659f3362e05f42f0da93b8ba7d49b07ebfcab7f5c3713436e9b0a1ae23d

Observation 90a063ad-213d-48b7-a8fe-da2bd271a486 · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:11:17.750183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.475780Z digest=sha256:cbc46ee8653f3c98fd9a8e0d20b9e6848d6a9c0553a15dba6da4a7c6068e6bcd

Observation 9528ad6d-5d23-44ad-bf5e-5fd12d63206f · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:11:17.736097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.480687Z digest=sha256:fb307a3a3e3e15779ee332fc63af7a33006b55fbd2d1c08b8e78ed610bc10ab9

Observation 3eabd4f7-e3d8-431a-8438-16f369f62c6d · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:11:17.722334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.485199Z digest=sha256:29632b4c3d6fd1c6d02c0da77e898bd7d518c55c1576acfa6beebbe8440d11a4

Observation 0452d6bf-4496-45ad-8950-dfa8b6c77881 · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T23:11:17.489273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:11:17.489273Z digest=sha256:085cd66d398209d35f49f60f8b27da9f33670b891fb7fb758aa3d751b2c2d255

Observation 62c12605-614d-4c90-8cf1-d3ed14479b65 · outbound

This paper cites L., and Dixon, S.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty L., and Dixon, S

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:11:17.697947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.494401Z digest=sha256:9d300c6a899220d9ac8b274cc30e5af49829bda9773d8b45fb8acd11cd713394

Observation 4fadee97-3dc4-4337-b7c8-0c08ad013783 · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:11:17.683728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.498608Z digest=sha256:a0a4a504d86b29ebdf679b4df70be7be9f449d2f286bbbe25291f1101e82f0f1

Observation 6f82bc88-9ead-41ea-a0c3-fec062fd9d3c · outbound

This paper cites Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T23:11:17.502919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:11:17.502919Z digest=sha256:e0ff7f8ae28ebdc483007e8d7924f9808154158a485178a5d18793dc8e599531

Observation 0df5746c-5b75-4014-becf-f1abc4edb9ee · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:11:17.669344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.508295Z digest=sha256:4b7035c5ed24a002cc49c58523816c66efbd3baa6d0b193353d1a5b4acdead32

Observation 21c7b116-8b20-4659-b760-d08cb77075bf · outbound

This paper cites R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., and Batra, D.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., and Batra, D

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:11:17.655297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.513708Z digest=sha256:c4011df24d9e4f25b555f0d13003a50c3e1dc054538113da0ed6d877b0c48866

Observation 03a38fc9-f9b7-49c2-bb58-0a76e1b07f82 · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T23:11:17.518387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:11:17.518387Z digest=sha256:71a7008f911a2e993b9770096b3d245f2a7b4f99f59a2989d6fe8cb5e580874b

Observation cdc5455b-f21f-49fe-b5ba-1be46855db66 · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:11:17.631957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.522303Z digest=sha256:411a30b2f6764d0e9af566617f4cc6a1c899cf53b8247e11334cffb8f64d2303

Observation 6a91a547-e09c-4c7e-a3e3-08725f7c842b · outbound

This paper cites Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T23:11:17.526949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:11:17.526949Z digest=sha256:58d345eac844b4e51648c88d6f7f2137247eb8e6973d8883f498d7c31aa914d6

Observation 56cc2358-ef3d-4f75-a86b-ac371358f05d · outbound

This paper cites SmoothGrad: removing noise by adding noise.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty SmoothGrad: removing noise by adding noise

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T23:11:17.531640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:11:17.531640Z digest=sha256:4df7a25b9828a03a4bbcbd010cfd5f10880c4a378e5d4a82af6d24e6adac2b32

Observation 314c070f-b054-487e-8c4f-5ab45d49ec83 · outbound

This paper cites an unresolved cited work.

Sampling Matters in Explanations: Towards Trustworthy Attribution Analysis Building Block in Visual Models through Maximizing Explanation Certainty Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:11:17.618062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-06T23:11:17.536628Z digest=sha256:608bb222097741651044c45fcb9984639720bf7760ad183ab2ca9b8dee2bfd95

Pith citing papers

No inbound Pith citation observations are available.