Paper Citation Record · LEDGER

Captured by Captions: On Memorization and its Mitigation in CLIP Models

As of 10 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2502.07830.

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

pith.paper-citation-record.v1
2502.07830 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:46:38.512757Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-22T12:31:50.876655Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T12:34:52.514260Z

Reference resolution

20 of 20 outbound references displayed

verified exact1
verified fuzzy13
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f9b7b9d-ac79-46f7-ad6c-9ed3f583f282 · outbound

This paper cites Normalization on CLIPMem.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Normalization on CLIPMem

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.672434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e31a2c82-6dd1-4dab-b7b2-9a36da711ad6 · outbound

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

Captured by Captions: On Memorization and its Mitigation in CLIP Models Imagenet: A large-scale hierarchical image database

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T13:46:38.443017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 594c8cbe-4b04-4544-a2fa-f4ae0bf9b834 · outbound

This paper cites Vitaly Feldman.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Vitaly Feldman

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.727129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 47197ad4-d6eb-426b-b232-a88afe8ba8b6 · outbound

This paper cites mis-captioned.

Captured by Captions: On Memorization and its Mitigation in CLIP Models mis-captioned

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.650040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation be8d1c5c-3f61-4a55-b6d2-70258bc117e8 · outbound

This paper cites On the Memorization Properties of Contrastive Learning.

Captured by Captions: On Memorization and its Mitigation in CLIP Models On the Memorization Properties of Contrastive Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T13:46:38.467477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec004fc8-909e-492a-acba-dd100bbf6481 · outbound

This paper cites Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, and Li-Jia Li.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, and Li-Jia Li

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T13:46:38.475142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebcb0cbb-ccfa-4485-a34b-04262c3bd6e9 · outbound

This paper cites Localizing Memorization in SSL Vision Encoders.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Localizing Memorization in SSL Vision Encoders

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-08T13:46:38.558075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 100b39de-c6dc-4fe8-bef5-10dacd0f610c · outbound

This paper cites The Déjà Vu memorization framework (Jayaraman et al.,.

Captured by Captions: On Memorization and its Mitigation in CLIP Models The Déjà Vu memorization framework (Jayaraman et al.,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.693015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3ebc8a17-25d1-41e7-a5aa-4dffbfc2d762 · outbound

This paper cites It uses the text embedding of a training image caption to retrieve relevant images from a public dataset of images.

Captured by Captions: On Memorization and its Mitigation in CLIP Models It uses the text embedding of a training image caption to retrieve relevant images from a public dataset of images

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.682704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2488f543-8ee4-4773-bb7e-dd348644bd56 · outbound

This paper cites Both models are trained using the same dataset and settings.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Both models are trained using the same dataset and settings

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.638800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dd35eb4f-e91f-4ee4-b668-7b14a9082d09 · outbound

This paper cites Here is an image with the caption: ’{image_caption}’.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Here is an image with the caption: ’{image_caption}’

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.615362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 581cd6ee-06bc-4685-b0e8-86f23e836822 · outbound

This paper cites Airport Pkwy.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Airport Pkwy

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.603451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6cec3207-adbe-4b21-bac3-57dd966d2aea · outbound

This paper cites Cumbres and Toltec Scenic Railroad, historical narrow gauge railroad between Chama, New Mexico, and Antonito, Colorado.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Cumbres and Toltec Scenic Railroad, historical narrow gauge railroad between Chama, New Mexico, and Antonito, Colorado

Reference 2007

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.627142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0a1b3583-8e90-4a89-bb25-e0eb35732435 · outbound

This paper cites We use our evaluation setup withSC, SS, SI, and SE to approximate the memorization metric from Feldman (2020).

Captured by Captions: On Memorization and its Mitigation in CLIP Models We use our evaluation setup withSC, SS, SI, and SE to approximate the memorization metric from Feldman (2020)

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.661075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6cdaad0d-8df4-4485-bf26-564eb5325907 · outbound

This paper cites Microsoft COCO: Common Objects in Context.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Microsoft COCO: Common Objects in Context

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-08T13:46:38.463561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87b0d29e-1fd1-4ec7-aa9e-76603d09088c · outbound

This paper cites Conditioned and composed image retrieval combining and partially fine-tuning clip-based features.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Conditioned and composed image retrieval combining and partially fine-tuning clip-based features

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.744805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 29187f62-3854-4df8-96ba-1696da7c953b · outbound

This paper cites Machine learning models that remember too much.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Machine learning models that remember too much

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.704232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 07515ae5-d34d-45fc-b0f4-4af012e79869 · outbound

This paper cites an unresolved cited work.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Unresolved cited work

Reference 2021

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T13:46:38.715249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 44da6b18-d5e5-4f30-9b84-45771434ac94 · outbound

This paper cites Generalization vs.

Captured by Captions: On Memorization and its Mitigation in CLIP Models Generalization vs

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T13:46:38.755504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 06dc8f79-9040-4696-a4a5-2952e1fc66ea · outbound

This paper cites D\'ej\`a Vu Memorization in Vision-Language Models.

Captured by Captions: On Memorization and its Mitigation in CLIP Models D\'ej\`a Vu Memorization in Vision-Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T13:46:38.455082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b11a3222-4e4f-44d9-a2c9-9f2b731c7c15 · inbound

LeakyCLIP: Extracting Training Data from CLIP cites this paper.

LeakyCLIP: Extracting Training Data from CLIP Captured by Captions: On Memorization and its Mitigation in CLIP Models

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-22T12:34:52.516752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.