Paper Citation Record · LEDGER

Fill in the blanks: Rethinking Interpretability in vision

As of 19 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2411.10273.

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

pith.paper-citation-record.v1
2411.10273 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:52:21.800261Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:52:21.607072Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-12T19:52:21.964938Z

Reference resolution

33 of 33 outbound references displayed

verified exact1
verified fuzzy25
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 474a2b6b-e692-4f9f-838b-8d6010e55c67 · outbound

This paper cites black box.

Fill in the blanks: Rethinking Interpretability in vision black box

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.540313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7f59287c-5818-480b-9542-55d5bf590679 · outbound

This paper cites Fill in the blanks: Rethinking Interpretability in vision.

Fill in the blanks: Rethinking Interpretability in vision Fill in the blanks: Rethinking Interpretability in vision

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-12T19:52:21.976288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 41a89724-4a9b-4d47-ba1e-8e1923a3cd0c · outbound

This paper cites an unresolved cited work.

Fill in the blanks: Rethinking Interpretability in vision Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:52:22.521118Z

Source-reported events for the cited work

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Observation 74d6120c-5367-484b-b6db-8a4b4554f791 · outbound

This paper cites an unresolved cited work.

Fill in the blanks: Rethinking Interpretability in vision Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T19:52:22.500324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26757a3d-2cca-4544-a83e-49197f9d07bb · outbound

This paper cites The conclusions on the model will be interpreted by the human, based on perceived patterns of the visual result.

Fill in the blanks: Rethinking Interpretability in vision The conclusions on the model will be interpreted by the human, based on perceived patterns of the visual result

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.469214Z

Source-reported events for the cited work

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Observation 146b2caa-5712-4fb2-8e25-eef86208fecf · outbound

This paper cites “why should i trust you?.

Fill in the blanks: Rethinking Interpretability in vision “why should i trust you?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.270682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 03f4fa34-34a5-4e36-ba10-7ac12a45131f · outbound

This paper cites Rethinking interpretability Let us focus on the task of image classification, and re-visit how a human recalls from memory.

Fill in the blanks: Rethinking Interpretability in vision Rethinking interpretability Let us focus on the task of image classification, and re-visit how a human recalls from memory

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.431727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9cfbba91-3729-452e-9df8-ea7e66cc6c8f · outbound

This paper cites How f gener- ates the prototypical class based on the given structure.

Fill in the blanks: Rethinking Interpretability in vision How f gener- ates the prototypical class based on the given structure

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.413305Z

Source-reported events for the cited work

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Observation 1b5d3d26-918b-4c7d-9b5b-b568e426bce1 · outbound

This paper cites Can the model recognise our visualisation of the ‘prototypical image’, as an instance of the original class ?.

Fill in the blanks: Rethinking Interpretability in vision Can the model recognise our visualisation of the ‘prototypical image’, as an instance of the original class ?

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.387706Z

Source-reported events for the cited work

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Observation 976d8abd-2bc9-4ee1-ad86-43965acf9d42 · outbound

This paper cites How would a vision model fill in masked-out patches?.

Fill in the blanks: Rethinking Interpretability in vision How would a vision model fill in masked-out patches?

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.449084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 781d36dc-51d9-4ac8-bd50-3f138692a91f · outbound

This paper cites As such, we propose to visualise how a pre- trained image classifier would ‘Fill in the blanks’ of a masked image.

Fill in the blanks: Rethinking Interpretability in vision As such, we propose to visualise how a pre- trained image classifier would ‘Fill in the blanks’ of a masked image

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.361107Z

Source-reported events for the cited work

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Observation 3e083e48-d178-44a0-95e5-9cf38277d53c · outbound

This paper cites Methods for Interpreting and Understanding Deep Neural Networks.

Fill in the blanks: Rethinking Interpretability in vision Methods for Interpreting and Understanding Deep Neural Networks

Reference 12

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Source-reported events for the cited work

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Observation b9948004-ae2a-406a-bb67-48e8b54b7557 · outbound

This paper cites Visualizing and Understanding Convolutional Networks.

Fill in the blanks: Rethinking Interpretability in vision Visualizing and Understanding Convolutional Networks

Reference 13

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Source-reported events for the cited work

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Observation 0411e74c-f75d-4628-9030-53e58b25e80d · outbound

This paper cites Under- standing deep image representations by inverting them,.

Fill in the blanks: Rethinking Interpretability in vision Under- standing deep image representations by inverting them,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.338782Z

Source-reported events for the cited work

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Observation fe430f40-e111-4db9-bd36-da3b90477c2e · outbound

This paper cites Understanding neural net- works through deep visualization,.

Fill in the blanks: Rethinking Interpretability in vision Understanding neural net- works through deep visualization,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.314121Z

Source-reported events for the cited work

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Observation ae20955a-66f7-464f-a00e-4dd12495549a · outbound

This paper cites On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation.,.

Fill in the blanks: Rethinking Interpretability in vision On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation.,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.291681Z

Source-reported events for the cited work

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Observation 24eaa0da-a120-4bf0-8d80-dd21ff5acc74 · outbound

This paper cites Learning important features through propagating activation differences,.

Fill in the blanks: Rethinking Interpretability in vision Learning important features through propagating activation differences,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.249827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b6691976-d191-4c05-a986-533c3981e3d4 · outbound

This paper cites Ax- iomatic attribution for deep networks,.

Fill in the blanks: Rethinking Interpretability in vision Ax- iomatic attribution for deep networks,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.229633Z

Source-reported events for the cited work

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Observation 205dcd0c-f77a-4396-8d63-8cc8b50cd520 · outbound

This paper cites Learning deep features for discriminative localization,.

Fill in the blanks: Rethinking Interpretability in vision Learning deep features for discriminative localization,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.212019Z

Source-reported events for the cited work

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Observation 38bf49ab-2930-49a5-934d-2dd9d6a781be · outbound

This paper cites Grad-cam: Visual explanations from deep net- works via gradient-based localization,.

Fill in the blanks: Rethinking Interpretability in vision Grad-cam: Visual explanations from deep net- works via gradient-based localization,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.193843Z

Source-reported events for the cited work

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Observation dacc5ff0-b3f4-4a19-9e3c-90e989a68bcd · outbound

This paper cites Score-cam: Score-weighted visual explanations for convolutional neural networks,.

Fill in the blanks: Rethinking Interpretability in vision Score-cam: Score-weighted visual explanations for convolutional neural networks,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.175225Z

Source-reported events for the cited work

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Observation d59c7db8-d9bc-4245-a92f-d45ff9fe2838 · outbound

This paper cites Ablation-cam: Visual explanations for deep con- volutional network via gradient-free localization,.

Fill in the blanks: Rethinking Interpretability in vision Ablation-cam: Visual explanations for deep con- volutional network via gradient-free localization,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.156053Z

Source-reported events for the cited work

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Observation 39219fb6-a299-475e-9c25-8c061b18e793 · outbound

This paper cites Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs.

Fill in the blanks: Rethinking Interpretability in vision Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs

Reference 23

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Source-reported events for the cited work

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Observation 0ec85baa-a830-476d-900a-8f5f3b1d658e · outbound

This paper cites Visualizing higher-layer features of a deep network,.

Fill in the blanks: Rethinking Interpretability in vision Visualizing higher-layer features of a deep network,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.134893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 60e7d16f-e918-428a-837a-8280eed63946 · outbound

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

Fill in the blanks: Rethinking Interpretability in vision Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:21.744440Z

Source-reported events for the cited work

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Observation 30113fb7-e2f7-40a8-816d-84523515089b · outbound

This paper cites Striving for simplic- ity: The all convolutional net,.

Fill in the blanks: Rethinking Interpretability in vision Striving for simplic- ity: The all convolutional net,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.116355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae38a1f9-66b8-4190-bb47-bb80e6f47e87 · outbound

This paper cites Visualizing deep convolutional neural networks using natural pre- images,.

Fill in the blanks: Rethinking Interpretability in vision Visualizing deep convolutional neural networks using natural pre- images,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.099369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 00f116e3-f583-453a-b18e-42350f8f5ebe · outbound

This paper cites Synthesizing the pre- ferred inputs for neurons in neural networks via deep generator networks,.

Fill in the blanks: Rethinking Interpretability in vision Synthesizing the pre- ferred inputs for neurons in neural networks via deep generator networks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.079450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8b2e2f2c-8af8-4634-a559-f9c4b4cf71df · outbound

This paper cites Plug and amp; play generative net- works: Conditional iterative generation of images in la- tent space,.

Fill in the blanks: Rethinking Interpretability in vision Plug and amp; play generative net- works: Conditional iterative generation of images in la- tent space,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.058614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 802a33a3-a22e-42d1-ba91-77f03f170582 · outbound

This paper cites Mnist handwritten digit database,.

Fill in the blanks: Rethinking Interpretability in vision Mnist handwritten digit database,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.041248Z

Source-reported events for the cited work

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Observation 190d70ec-8326-43b5-a87d-3f529614403a · outbound

This paper cites Feature visualization,.

Fill in the blanks: Rethinking Interpretability in vision Feature visualization,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.020884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4f18e4bf-49ae-43f2-8d85-860ff6975619 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Fill in the blanks: Rethinking Interpretability in vision Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T19:52:21.793373Z

Source-reported events for the cited work

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Observation 9eb59e5c-fbb4-450c-acf4-9df936181bde · outbound

This paper cites Deep residual learning for image recognition,.

Fill in the blanks: Rethinking Interpretability in vision Deep residual learning for image recognition,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T19:52:22.001023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 7f59287c-5818-480b-9542-55d5bf590679 · inbound