Paper Citation Record · LEDGER

Multimodal Approaches to Fair Image Classification: An Ethical Perspective

As of 18 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2412.12165.

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

pith.paper-citation-record.v1
2412.12165 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:41:05.318494Z

measured 30 of 30 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:32:38.155827Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T22:32:38.476082Z

Reference resolution

29 of 29 outbound references displayed

verified exact1
verified fuzzy1
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9643c883-de1a-4654-a77c-a60de0655070 · outbound

This paper cites URL: " 'urlintro :=.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.230649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8a58cb5-4c28-42a8-b149-b5a34bd304bd · outbound

This paper cites write newline.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.234833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c2e760c-2260-4d29-b0b3-5edd233eae5f · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.238984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a31c0dc-7e97-491c-893b-390bb7107479 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.241685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef1f0c52-7b2c-4416-9cb2-ffb5439b9e06 · outbound

This paper cites Cimpoi, S.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Cimpoi, S

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:41:05.523158Z

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.

Observation a768595c-c0c1-4631-b2e5-ab9bd2ae78e7 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.515730Z

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.

Observation 5b84b91f-2c5f-445d-848c-4d2e6d81e256 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.251200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f05cea8d-0e2e-412f-b87c-6fe8269ed14a · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.502761Z

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.

Observation 8c26d2c5-7e97-4705-a0b4-063ae644144d · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.491827Z

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.

Observation 2e62e96a-120a-47fb-af3a-b14f878d7ea8 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.261126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d82e303c-ef72-4eb7-86b4-bd3f41ad887c · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.477317Z

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.

Observation 84096b5c-62f8-4f11-be2c-3d9288078807 · outbound

This paper cites Class Imbalance Problem in Data Mining Review.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Class Imbalance Problem in Data Mining Review

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:41:05.368292Z

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.

Observation f4692cb2-eed5-4601-a716-913314fd4c40 · outbound

This paper cites Fine-Grained Visual Classification of Aircraft.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Fine-Grained Visual Classification of Aircraft

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.270396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 541d7b09-bbf9-455a-aeef-0e17ef503882 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.469014Z

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.

Observation 6a17b6ee-e15f-4e7f-9384-b1ea80a54a57 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.460768Z

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.

Observation 69b76452-41d9-4503-ba7e-6755f4acff4f · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.451004Z

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.

Observation 11874d9e-c13c-4e83-852b-41dc5a33d82f · outbound

This paper cites Data Synthesis based on Generative Adversarial Networks.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Data Synthesis based on Generative Adversarial Networks

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.283087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31fb193b-68bf-4c24-b484-b15d8e58cb59 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.286359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 863255a7-b5ea-4402-b110-4a8776ef0062 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.440904Z

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.

Observation 3e1992e0-bfe6-42e6-bd9f-b53f05633333 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.291489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa15a99-22dc-4315-b182-0b10ac606ee0 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.294276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f0305de-da8f-429f-9851-b5e57d28da54 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.297316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdadadeb-b47b-4592-b65c-ed8e2245c734 · outbound

This paper cites SuS-X: Training-Free Name-Only Transfer of Vision-Language Models.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective SuS-X: Training-Free Name-Only Transfer of Vision-Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.300510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b37ee0d-f0a0-40ce-8259-1c0e615600d8 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.421363Z

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.

Observation 4e51f2bf-5428-42a8-98d8-b891a653fdaf · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.411463Z

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.

Observation 181aa625-2084-4e99-ab3f-3a2a88bc84fc · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.403986Z

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.

Observation 88d41c46-3836-4cd5-bccc-acec949fce34 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.394607Z

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.

Observation 4ba4b759-384e-4d9c-ac9b-176ab892b9c7 · outbound

This paper cites an unresolved cited work.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:41:05.382184Z

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.

Observation 3642834e-e0ec-4085-ba69-f61a3d571113 · outbound

This paper cites write newline.

Multimodal Approaches to Fair Image Classification: An Ethical Perspective write newline

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T17:41:05.318494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a0644a7a-41fc-4397-a2ee-5c29767acc65 · inbound

Challenges and proposed solutions in modeling multimodal medical data: A systematic review cites this paper.

Challenges and proposed solutions in modeling multimodal medical data: A systematic review Multimodal Approaches to Fair Image Classification: An Ethical Perspective

Reference 109

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T22:32:38.480328Z

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.