Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T21:56:40.314432Z
Paper Citation Record · LEDGER
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
As of 10 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 5 inbound Pith citation observations for arXiv:2501.18950.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:06:36.861226Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T16:09:57.496306Z
Reference resolution
32 of 32 outbound references displayed
- verified exact1
- verified fuzzy14
- unresolved14
- parse uncertain0
- malformed identifier3
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c7f834f2-fe82-49bd-9197-ae74e23a3e64 · outbound
This paper cites Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:56:40.158788Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dae1aecc-ede6-4dbc-b73d-437948bfae40 · outbound
This paper cites an unresolved cited work.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:56:40.637368Z
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 15910266-d91a-4ba8-90fe-94a42b1e2149 · outbound
This paper cites an unresolved cited work.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:56:40.626094Z
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 fc204fd3-cf6a-4459-ba57-3349e59482c4 · outbound
This paper cites Church,” “French Horn,.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Church,” “French Horn,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.607283Z
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 c1283ba8-da96-47e5-9259-b6bf34502f39 · outbound
This paper cites Nudenet: Neural nets for nudity classification, detection and selective censorin.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Nudenet: Neural nets for nudity classification, detection and selective censorin
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.778131Z
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 6c050371-9c81-4793-9d75-4ceccdcb3d74 · outbound
This paper cites a photo of a c1 and a c2.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them a photo of a c1 and a c2
Reference 8
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-09T21:56:40.616516Z
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 54bdd66e-e5b3-4712-9ecf-913326123693 · outbound
This paper cites Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Bj ¨orn Ommer.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Bj ¨orn Ommer
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.769555Z
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 af9260bb-de43-48ee-b39e-98ae6fb2dc62 · outbound
This paper cites doi: 10.18653/v1/2020.acl-main.664.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them doi: 10.18653/v1/2020.acl-main.664
Reference 10
- Resolution
- verified exact
- doi, observed 2026-08-09T21:56:40.345290Z
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 dd805b0e-81b6-4b36-8300-502eaab85e8e · outbound
This paper cites Nonetheless, a weak impact on other concepts can still be detected using complementary metrics.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Nonetheless, a weak impact on other concepts can still be detected using complementary metrics
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.648022Z
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 7abb10ab-44df-4809-80ce-90cb9af4fcb9 · outbound
This paper cites Sneakyprompt: Jailbreaking text-to-image generative models.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Sneakyprompt: Jailbreaking text-to-image generative models
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.759684Z
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 84095f6e-1094-45ea-be72-a119ebf16596 · outbound
This paper cites Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:56:40.250092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca64d85e-d6e9-4a9b-9449-a64ddd66556e · outbound
This paper cites Despite significant efforts in curating training data, pre-processing methods often leave models inadequately sanitized, as shown in Gandikota et al.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Despite significant efforts in curating training data, pre-processing methods often leave models inadequately sanitized, as shown in Gandikota et al
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.740182Z
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 ed97cea9-b5d0-4229-abb6-29e75a84fd24 · outbound
This paper cites an unresolved cited work.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:56:40.731565Z
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 1c88f796-f193-4fd2-8fea-62068e15610d · outbound
This paper cites an unresolved cited work.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:56:40.723527Z
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 3ae46ee2-5d5d-44de-bed5-8b3d18c21863 · outbound
This paper cites Within fine-tuning, there are two main branches of concept erasing techniques: (1) Attention-based, and (2) Output-based or optimization-based.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Within fine-tuning, there are two main branches of concept erasing techniques: (1) Attention-based, and (2) Output-based or optimization-based
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.714780Z
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 262f3122-ae4f-44d8-8725-32c013019132 · outbound
This paper cites an unresolved cited work.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:56:40.705194Z
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 7eaadf71-614f-461e-ad6e-46b05c568029 · outbound
This paper cites an unresolved cited work.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:56:40.696167Z
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 932f1fc7-33ba-4da1-8dfa-dd385316eda9 · outbound
This paper cites Unlike attention-based methods, this approach requires intermediate imageszt sampled at various time steps t during the diffusion process.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Unlike attention-based methods, this approach requires intermediate imageszt sampled at various time steps t during the diffusion process
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.686692Z
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 4786ddef-ea32-4bb6-87c2-5aeac4ad05cd · outbound
This paper cites Limitation.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Limitation
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.677743Z
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 2772419d-42bc-44fa-916c-89514466aa19 · outbound
This paper cites an unresolved cited work.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T21:56:40.668243Z
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 327f3308-d04f-4052-b084-c69cbbb33503 · outbound
This paper cites Bell Cote.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Bell Cote
Reference 24
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-09T21:56:40.658045Z
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 e39c14b8-d203-4dc3-b393-9b10f8c07c6e · outbound
This paper cites Church”. Each column represents different fine-tuning steps in increasing order. Each subfigure represents for different vocabularies. [“Chapel,.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Church”. Each column represents different fine-tuning steps in increasing order. Each subfigure represents for different vocabularies. [“Chapel,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.598164Z
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 f7966a48-446c-4a38-afae-48832042f677 · outbound
This paper cites an unresolved cited work.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Unresolved cited work
Reference 31
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-09T21:56:40.587647Z
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 8ad9ba2a-c91f-47ea-b3b2-961cf7a88d33 · outbound
This paper cites Erasing Artistic Concepts Figures 24, 25 show the results of erasing artistic style concepts using our method compared to the baselines.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Erasing Artistic Concepts Figures 24, 25 show the results of erasing artistic style concepts using our method compared to the baselines
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.577764Z
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 a42e6293-93d5-4caf-9890-e1a14e8cfb1b · outbound
This paper cites Rinon Gal, Yuval Alaluf, Yuval Atzmon, Or Patashnik, Amit H Bermano, Gal Chechik, and Daniel Cohen-Or.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Rinon Gal, Yuval Alaluf, Yuval Atzmon, Or Patashnik, Amit H Bermano, Gal Chechik, and Daniel Cohen-Or
Reference 2009
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:56:40.219170Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b769daad-f9d6-4767-b267-f039a0a9fe02 · outbound
This paper cites Erasing undesirable concepts in diffusion models with adversarial preservation.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Erasing undesirable concepts in diffusion models with adversarial preservation
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.796017Z
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 a8b65822-ec6c-46f5-9b90-27d5ae55cc19 · outbound
This paper cites 16 C.2 Metric to measure the generation capability of the model.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them 16 C.2 Metric to measure the generation capability of the model
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.749835Z
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 f6a91112-e68d-43fa-9577-82b7cf14668b · outbound
This paper cites LoRA: Low-Rank Adaptation of Large Language Models.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them LoRA: Low-Rank Adaptation of Large Language Models
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:56:40.222664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9bd183a-7557-4ab1-82e9-6c7beb7216b2 · outbound
This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Hierarchical Text-Conditional Image Generation with CLIP Latents
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:56:40.234922Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e7580ca-9535-4f93-b611-348a5264a54a · outbound
This paper cites Erasing Undesirable Influence in Diffusion Models.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Erasing Undesirable Influence in Diffusion Models
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:56:40.243803Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 107f591e-41d2-42c3-82c9-0de468792313 · outbound
This paper cites Minh Pham, Kelly O Marshall, and Chinmay Hegde.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Minh Pham, Kelly O Marshall, and Chinmay Hegde
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T21:56:40.228947Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 549d2e13-30d7-446a-8f3e-ed2e68abbd00 · outbound
This paper cites Editing implicit assumptions in text-to-image diffusion models.
Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them Editing implicit assumptions in text-to-image diffusion models
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T21:56:40.786985Z
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.
Pith citing papers
Observation a9670e05-aa9f-4b0d-996f-e554594d270f · inbound
Automating Evaluation of Diffusion Model Unlearning with (Vision-) Language Model World Knowledge cites this paper.
Automating Evaluation of Diffusion Model Unlearning with (Vision-) Language Model World Knowledge Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:36.861226Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b99dd0ea-91ca-4a88-bad3-ee88224ea0e6 · inbound
Rethinking Robust Adversarial Concept Erasure in Diffusion Models cites this paper.
Rethinking Robust Adversarial Concept Erasure in Diffusion Models Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T07:05:02.212925Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12f62f0d-62d5-4bb0-8cbf-da375e2670da · inbound
Erasure or Erosion? Evaluating Compositional Degradation in Unlearned Text-To-Image Diffusion Models cites this paper.
Erasure or Erosion? Evaluating Compositional Degradation in Unlearned Text-To-Image Diffusion Models Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T23:20:51.459943Z
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 9e39c3f6-cd65-4127-910b-2f5b49df3bfc · inbound
Empty SPACE: Cross-Attention Sparsity for Concept Erasure in Diffusion Models cites this paper.
Empty SPACE: Cross-Attention Sparsity for Concept Erasure in Diffusion Models Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T03:21:18.823385Z
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 9785658b-4a72-49b6-b5f1-296419c39ae7 · inbound
Co-occurring associated retained concepts in Diffusion Unlearning cites this paper.
Co-occurring associated retained concepts in Diffusion Unlearning Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T16:09:57.497901Z
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.