Paper Citation Record · LEDGER

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks

As of 16 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 2 inbound Pith citation observations for arXiv:2506.05533.

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

pith.paper-citation-record.v1
2506.05533 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:25:36.282889Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:00:00.369676Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:00:00.513005Z

Reference resolution

30 of 30 outbound references displayed

verified exact1
verified fuzzy20
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a379d850-9d43-47e8-9f6d-0c785f5d9836 · outbound

This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:25:34.689745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 042d2f4c-898c-4ee0-96f3-6f871d1fabb8 · outbound

This paper cites why should i trust you?.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks why should i trust you?

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:25:34.792314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a946f69-7ec3-4fd6-9501-c9a85dacdd32 · outbound

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

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.675707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 974ab2da-d729-4290-8968-2c973c849eb4 · outbound

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

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Grad-cam: Visual explanations from deep networks via gradient- based localization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.666766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 947f40aa-8d97-433a-a7a4-e98f6a6b9c90 · outbound

This paper cites Sanity checks for saliency maps.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Sanity checks for saliency maps

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.657547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5ceb180e-00ad-4daf-a399-dad3db683b4b · outbound

This paper cites Concept bottleneck models.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Concept bottleneck models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:25:35.243128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06803697-4513-468c-8c2d-c54c7165dd9b · outbound

This paper cites Pip-net: Patch-based intuitive prototypes for interpretable image classification.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Pip-net: Patch-based intuitive prototypes for interpretable image classification

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.641491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d76bdf6f-1dde-4e44-ac59-4ab65e9df0e1 · outbound

This paper cites This looks like that: deep learning for interpretable image recognition.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks This looks like that: deep learning for interpretable image recognition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:25:35.497124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf10fb6b-1b80-4991-9df6-15446f658def · outbound

This paper cites Hive: Evaluating the human interpretability of visual explanations.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Hive: Evaluating the human interpretability of visual explanations

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.625487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eea2adea-cffa-4789-8755-5e7049da232d · outbound

This paper cites This looks like those: Illumi- nating prototypical concepts using multiple visualizations.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks This looks like those: Illumi- nating prototypical concepts using multiple visualizations

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.614916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3a29f6f9-2f94-473d-90b9-0eda2319d43e · outbound

This paper cites Lucidppn: Un- ambiguous prototypical parts network for user-centric interpretable computer vision.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Lucidppn: Un- ambiguous prototypical parts network for user-centric interpretable computer vision

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.605441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0dbad03b-ef13-4d89-8005-052f57fe28b5 · outbound

This paper cites Interactive disentanglement: Learning concepts by interacting with their prototype representations.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Interactive disentanglement: Learning concepts by interacting with their prototype representations

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.595856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 38fabcab-3e96-4dde-967d-d387858425cc · outbound

This paper cites Concept-level Debugging of Part-Prototype Networks.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Concept-level Debugging of Part-Prototype Networks

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:25:36.325778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6053f2f5-69ea-4f73-a250-0cd8671d48cd · outbound

This paper cites Constructing concept-based models to mitigate spu- rious correlations with minimal human effort.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Constructing concept-based models to mitigate spu- rious correlations with minimal human effort

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.586160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dbf014fc-528d-45e1-a991-5ca3dfc1b2bd · outbound

This paper cites Slim: Spuriousness mitigation with minimal human annotations.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Slim: Spuriousness mitigation with minimal human annotations

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.576345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 73254da3-2570-4d8a-a6ae-19ca8aaccd2f · outbound

This paper cites Funnybirds: A synthetic vision dataset for a part-based analysis of explainable ai methods.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Funnybirds: A synthetic vision dataset for a part-based analysis of explainable ai methods

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.566000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a0747f13-6d5d-47b8-8d1a-af5a741901c3 · outbound

This paper cites Caltech-ucsd birds 200.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Caltech-ucsd birds 200

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:25:36.244336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ff102a0-1e13-4c54-9d5e-61c30a6faed8 · outbound

This paper cites 3d object representations for fine- grained categorization.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks 3d object representations for fine- grained categorization

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.545758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1a2fa784-552e-4a56-bc88-3ac382c05be2 · outbound

This paper cites Cats and dogs.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Cats and dogs

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.529418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 22d970a8-f251-48ce-b0b8-d932fbf80afb · outbound

This paper cites ProtoPShare: Pro- totypical Parts Sharing for Similarity Discovery in Interpretable Image Classification.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks ProtoPShare: Pro- totypical Parts Sharing for Similarity Discovery in Interpretable Image Classification

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.515336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7bf95b25-3488-4e3c-bba8-899c3affee7f · outbound

This paper cites Interpretable image classification with differentiable prototypes assign- ment.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Interpretable image classification with differentiable prototypes assign- ment

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.500585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 658f24ae-2f28-48c9-995c-f1f499bf03bb · outbound

This paper cites Principles of ex- planatory debugging to personalize interactive machine learning.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Principles of ex- planatory debugging to personalize interactive machine learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.473830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f7669281-850a-4895-af7e-e5b906861b67 · outbound

This paper cites Explanatory interactive machine learning.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Explanatory interactive machine learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.444628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7b2a565a-d44a-40e6-876d-7830ca10a13d · outbound

This paper cites Making deep neural networks right for the right scientific reasons by interacting with their explanations.Nat.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Making deep neural networks right for the right scientific reasons by interacting with their explanations.Nat

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.422996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eb525b9c-f15d-4e47-95cc-e4ad7e484391 · outbound

This paper cites A case-based interpretable deep learning model for clas- sification of mass lesions in digital mammography.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks A case-based interpretable deep learning model for clas- sification of mass lesions in digital mammography

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.400772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2f3e793c-1410-485c-8a95-c47fd8341ff8 · outbound

This paper cites Help Me Help the AI.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Help Me Help the AI

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T10:25:36.270494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e60483e-2081-4bc3-981d-a197b00ce0cc · outbound

This paper cites an unresolved cited work.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:25:36.380594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c985045b-48e2-41c9-ba2b-152fd1a52bfb · outbound

This paper cites an unresolved cited work.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:25:36.366598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 078d8f03-2da7-4159-9527-74bb762d09cb · outbound

This paper cites an unresolved cited work.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:25:36.346601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 755aa33d-9866-461b-8628-789f58fa003c · outbound

This paper cites The code is released under the MIT License, allowing for both academic and commercial use with proper attribution.

Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks The code is released under the MIT License, allowing for both academic and commercial use with proper attribution

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:25:36.335826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 3373001b-9537-4a38-a746-a4aaeabf5e61 · inbound

SIDE: Sparse Information Disentanglement for Explainable Artificial Intelligence cites this paper.

SIDE: Sparse Information Disentanglement for Explainable Artificial Intelligence Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:00:00.520079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 84736d32-0029-4491-b477-06a51d50325a · inbound

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods cites this paper.

Position: Explainability Research Must Prioritize Foundations over Ad-hoc Methods Personalized Interpretability -- Interactive Alignment of Prototypical Parts Networks

Reference 113

Resolution: unresolved; no resolver link, observed 2026-08-02T10:46:55.271101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.