Paper Citation Record · LEDGER

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

As of 10 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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.

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 2026-08-09T06:31:02.800959+00:00.

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.

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.

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 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.