Paper Citation Record · LEDGER

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations

As of 19 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2501.11096.

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

pith.paper-citation-record.v1
2501.11096 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:46:08.941432Z

measured 15 of 15 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 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

15 of 15 outbound references displayed

verified exact0
verified fuzzy5
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b4591cad-efd6-4be8-89fe-c3e1444e2a43 · outbound

This paper cites Quantifying Attention Flow in Transformers.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Quantifying Attention Flow in Transformers

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.869570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa11c21f-1a2b-4031-a07c-6c06f806f15e · outbound

This paper cites Food-101 -- mining discriminative components with random forests.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Food-101 -- mining discriminative components with random forests

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.875384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a84399b8-425a-4807-a38e-7003852da291 · outbound

This paper cites Transformer Interpretability Beyond Attention Visualization.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Transformer Interpretability Beyond Attention Visualization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.880324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d65b1a36-6576-444c-841d-0fb23ffe0a20 · outbound

This paper cites ImageNet: A large-scale hierarchical image database.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations ImageNet: A large-scale hierarchical image database

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.885879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c923219-4f15-44db-a054-8f74260946bf · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.891763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68d313a4-ae8c-4356-87a5-e85ebcf6804f · outbound

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

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.897331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6ed3d23-6147-43de-addb-89e9203b1436 · outbound

This paper cites Exploring Explainability for Vision Transformers , December 2020.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Exploring Explainability for Vision Transformers , December 2020

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:46:09.337323Z

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 1829d32f-ca76-477d-a0e1-bef4cd0783ba · outbound

This paper cites PyTorch library for CAM methods.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations PyTorch library for CAM methods

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:46:09.321157Z

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 1d46e981-dd0c-47b1-843c-7e050bc6aa59 · outbound

This paper cites Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, and Dhruv Batra

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.913035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adeb2ccc-8f40-4b90-867c-be8b80d8f687 · outbound

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

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.917953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9716d9be-bc9a-489e-9976-47358c0e775b · outbound

This paper cites Full-gradient representation for neural network visualization.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Full-gradient representation for neural network visualization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:46:09.305727Z

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 36bf3b6f-48d1-479b-8bd8-f0b41e91d6fd · outbound

This paper cites Visualizing the Impact of Feature Attribution Baselines.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Visualizing the Impact of Feature Attribution Baselines

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.927310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a2fe99c-6215-4842-adf5-cc2a30f25d56 · outbound

This paper cites The Caltech-UCSD Birds-200-2011 Dataset.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations The Caltech-UCSD Birds-200-2011 Dataset

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:46:09.290228Z

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 6ef46f1f-4eda-4994-b1d5-c664c314b958 · outbound

This paper cites Why Not Other Classes? : Towards Class-Contrastive Back-Propagation Explanations.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations Why Not Other Classes? : Towards Class-Contrastive Back-Propagation Explanations

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:46:09.273284Z

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 daaadfef-25d5-40ca-b273-6e1eca9b56db · outbound

This paper cites write newline.

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations write newline

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T18:46:08.941432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.