Paper Citation Record · LEDGER

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2508.20773.

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

pith.paper-citation-record.v1
2508.20773 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:54:37.356576Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

19 of 19 outbound references displayed

verified exact1
verified fuzzy15
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 14824abc-5450-409f-a521-1dea4e65c7c9 · outbound

This paper cites Salun: Empowering machine unlearning via gradient-based weight saliency in both image classification and generation.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Salun: Empowering machine unlearning via gradient-based weight saliency in both image classification and generation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.563081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09c70880-cd55-44e3-a37d-26b42282d103 · outbound

This paper cites Fast machine unlearning without retraining through selective synaptic dampening.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Fast machine unlearning without retraining through selective synaptic dampening

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.552791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cb6fba45-ecd5-42a7-b51f-86dc9c8690c2 · outbound

This paper cites Eternal sunshine of the spotless net: Selective forgetting in deep networks.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Eternal sunshine of the spotless net: Selective forgetting in deep networks

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.542415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c809ee76-1317-4bc3-92b9-a93365b5958d · outbound

This paper cites Amnesiac machine learning.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Amnesiac machine learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.532450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 13c09174-cf90-495d-89b1-43e177934103 · outbound

This paper cites and Soh, H.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI and Soh, H

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.522528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d4ec391-2a9f-4151-a96d-c9e27f971888 · outbound

This paper cites Denoising diffusion probabilistic models.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Denoising diffusion probabilistic models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:37.320015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6315afe0-0e53-40ea-820c-029d7ebc8ba2 · outbound

This paper cites Model sparsity can simplify machine unlearning.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Model sparsity can simplify machine unlearning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.505974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52a4b861-255d-4ebb-8f2e-fbf9a1b65ff8 · outbound

This paper cites T., Li, Q., Jin, M., Song, D., and Jia, R.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI T., Li, Q., Jin, M., Song, D., and Jia, R

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.496006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 323c2a11-3597-45b0-bfd0-8d95385f5c70 · outbound

This paper cites Ablating concepts in text-to-image diffusion models.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Ablating concepts in text-to-image diffusion models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.486264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c396f990-edb7-459b-a18d-c228242f57ea · outbound

This paper cites Towards unbounded machine unlearning.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Towards unbounded machine unlearning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.476660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6922be5a-d1bc-404d-837a-df7ae86facc9 · outbound

This paper cites Machine unlearning for image-to-image generative models.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Machine unlearning for image-to-image generative models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.466763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ad798e1-9778-45dd-8933-9fcc894ef425 · outbound

This paper cites Scissorhands: Exploiting the persistence of importance hypothesis for llm kv cache compression at test time.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Scissorhands: Exploiting the persistence of importance hypothesis for llm kv cache compression at test time

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.456732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 79c583d3-b66b-4a0a-918a-746e16eaee7f · outbound

This paper cites and Qiu, Q.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI and Qiu, Q

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.445738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b72c787f-1b65-4a52-bd22-403499ff7476 · outbound

This paper cites N., Semertzidis, T., Gavves, S., and Daras, P.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI N., Semertzidis, T., Gavves, S., and Daras, P

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.435675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b6ca66f5-e6f7-49d0-a546-6921a526c0ec · outbound

This paper cites Unrolling sgd: Understanding factors influencing machine unlearning.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Unrolling sgd: Understanding factors influencing machine unlearning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.425585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7eabdbb-f5c3-4874-8a91-ce6e28e8799d · outbound

This paper cites an unresolved cited work.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:54:37.415469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4165f88a-80c6-482a-a8b3-eea9a00c2ed6 · outbound

This paper cites MUNBa: Machine Unlearning via Nash Bargaining.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI MUNBa: Machine Unlearning via Nash Bargaining

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:54:37.387393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f577ec25-7e3a-4cbe-885b-e28d708cdf7d · outbound

This paper cites Diffusion tuning: Transferring diffusion models via chain of forgetting.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI Diffusion tuning: Transferring diffusion models via chain of forgetting

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:54:37.405360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d7cf1ef-2cd3-4ec5-a2ec-e5291cde6df3 · outbound

This paper cites write newline.

Unleashing Uncertainty: Efficient Machine Unlearning for Generative AI write newline

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T14:54:37.356576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.