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Paper Citation Record · LEDGER

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress

As of 6 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2604.03941.

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

pith.paper-citation-record.v1
2604.03941 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T11:51:01.754463Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

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External citation measurements

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Outbound references

Observation 55fc6767-7e54-4f00-9549-68c3a6b579e1 · outbound

This paper cites Denoising diffusion prob- abilistic models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Denoising diffusion prob- abilistic models,

Reference 1

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:91c818c51005f4876fa10c5dedb11bac1d531b9dcfb47310980f27740a5da6bb

Observation d1d973fc-613c-4905-88c0-97cb3b9cbc7d · outbound

This paper cites High-resolution image synthesis with latent diffu- sion models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress High-resolution image synthesis with latent diffu- sion models,

Reference 2

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:3bdd68f599cf01cc3add452e6d107cf15daa0ee952834786fd75859a59af05d1

Observation 771a8019-485a-48ec-8062-43a798cb5899 · outbound

This paper cites Multimodal datasets: misogyny, pornography, and malignant stereotypes.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Multimodal datasets: misogyny, pornography, and malignant stereotypes

Reference 3

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:124f42ce22114b6c97b11cf8ec8e37b9cbc83332ba9987a74b87a2cf971cc75c

Observation 57c8d62a-2dee-4f10-ab3f-e6dbd1f05f85 · outbound

This paper cites Unsafe diffusion: On the generation of unsafe images and hateful memes from text-to-image models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Unsafe diffusion: On the generation of unsafe images and hateful memes from text-to-image models,

Reference 4

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:4dbfd249f6024eae4e743923088940d53e755e4e0a077ed3d7aff6ab758e6cba

Observation acc24c54-b703-4cb4-933a-a6204364ffe2 · outbound

This paper cites LAION-5b: An open large-scale dataset for training next generation image-text models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress LAION-5b: An open large-scale dataset for training next generation image-text models,

Reference 5

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:6f501eb04ef50f2e06a185be971e34a15c59aaa5de9492b5b0e4daed0a2f474c

Observation 648aafe7-9431-477b-9c60-3758a201adc4 · outbound

This paper cites Erasing concepts from diffusion models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Erasing concepts from diffusion models,

Reference 6

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:9db6b4769ae716eb50260c1d10575e5e828861bb3df9378cb94356bb9cdd5c86

Observation c37a79c0-24cd-44ef-9fde-6b26fd4a33d1 · outbound

This paper cites Responsible diffusion models via con- straining text embeddings within safe regions,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Responsible diffusion models via con- straining text embeddings within safe regions,

Reference 7

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:9cd9e5a8408f87955f9c619a522e811d01472312dd51574629cab19b7062f23e

Observation e65d82bc-bc4e-468b-962c-770fac43a229 · outbound

This paper cites Safe latent diffusion: Mitigating inappropriate degeneration in diffusion models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Safe latent diffusion: Mitigating inappropriate degeneration in diffusion models,

Reference 8

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:13aa456c77743f9b80e7769ce5492a2ce3065aa4c8ce60bc43ba3d7f3282ad62

Observation ab2dafba-7d13-420a-8f4a-5d36cdb18eea · outbound

This paper cites Concept replacer: Replacing sensitive concepts in diffusion models via precision localization,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Concept replacer: Replacing sensitive concepts in diffusion models via precision localization,

Reference 9

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:91c0bed017b1152c865b151f459f494981e3f1778d13964cf72005c86ddaa388

Observation d5c410bd-921d-4abe-848e-04733cb2b0ca · outbound

This paper cites Unified concept editing in diffusion models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Unified concept editing in diffusion models,

Reference 10

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:038ae0937216ade2104d33889f2e008294cb2375c2922eea76fe778b562b4c33

Observation 07538dd9-438c-4dbd-8aed-cdf8142882af · outbound

This paper cites Mace: Mass concept erasure in diffusion models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Mace: Mass concept erasure in diffusion models,

Reference 11

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:936a2c663901c023dc5da18fe314c5322bb87a15429fb78c70dae8987ad6d764

Observation 6b3f8f81-fd57-44ca-bebe-3d3c71b54fcf · outbound

This paper cites Lora: Low-rank adaptation of large language models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Lora: Low-rank adaptation of large language models,

Reference 12

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:a81eea3a8ffb90696da2b0b50fb4475b4cf00032fb306a1301ac144dc6769629

Observation 05838e49-4e54-4b27-85d8-5ff7548e6759 · outbound

This paper cites DiffEdit: Diffusion-based semantic image editing with mask guidance.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress DiffEdit: Diffusion-based semantic image editing with mask guidance

Reference 13

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:ce8f7ea483846a253c88c548a3a129c8c4deb3bf4604d6c9786bc760cb47cb77

Observation d6bc72a9-1108-4fca-b4a6-aa5ee7ee4ac0 · outbound

This paper cites T2I-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress T2I-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models,

Reference 14

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:911f7cff831218975b11c9ea616ebbce276be72782f43412530675fb34deda01

Observation f9a07abd-fb0f-4aae-9a75-9f45e9bb186e · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 15

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:fc91c758d2dd620154284db3640abffe0edb2ef0328d67bde29ea611bc53a71b

Observation e0e49e5b-a120-4e45-8c8f-07dec853261a · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 16

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:debbc2aea64277a11e0aba2c2dc1f2b45691420ae1481c35f88ee1d7c7601833

Observation fb9902a0-ebb8-4464-9ff5-540d2b59b697 · outbound

This paper cites Microsoft coco: Common objects in context,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Microsoft coco: Common objects in context,

Reference 17

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:e36d6928d996f3459d88bb46a1e4ee8345a11c1f9604bccfe7a8c8846a2acad7

Observation 0eac2ad5-3393-425f-b007-d71cab11816e · outbound

This paper cites Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?

Reference 18

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:c35df287a0f557770309dbbf3b162a08b5c0a935c0b83d34bf6de5d256d3bd16

Observation 5361c9ee-b47a-4173-bde2-40ae1fedf5c1 · outbound

This paper cites Alignguard: Scalable safety alignment for text-to-image generation,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Alignguard: Scalable safety alignment for text-to-image generation,

Reference 19

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:091dbdd1b437ea9c0399415ac2d8cce81a20cc8fd9ec87d8ccb90314c5d64634

Observation e59fc37c-1aa7-49c2-9088-3c4eba7cff7d · outbound

This paper cites Nudenet: Neural nets for nudity classification, detection and selective censoring,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Nudenet: Neural nets for nudity classification, detection and selective censoring,

Reference 20

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:21a30cc4e68c4c5b077254d2dbd34ee6231e823e57082e36c3fd92949741e18c

Observation 028c7a0b-3b8a-43be-adc9-160048a6cba2 · outbound

This paper cites Repurposing GANs for one-shot semantic part segmentation,.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress Repurposing GANs for one-shot semantic part segmentation,

Reference 21

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:a3697a4814732cc9bd20a97862b347edb87d7968499fffb4ffdd90fcaa1833f0

Observation b99cd3e3-9b46-4142-92e0-3486b25500c5 · outbound

This paper cites SLiMe: Segment Like Me.

SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress SLiMe: Segment Like Me

Reference 22

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source=pdf_text observed=2026-07-13T11:51:01.754463Z digest=sha256:58055b22ab85a65f0016b614a879f003a4cec0f74ff5036bb46c7ab7099e36c3

Pith citing papers

No inbound Pith citation observations are available.