Paper Citation Record · LEDGER

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2507.02321.

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

pith.paper-citation-record.v1
2507.02321 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:35:54.220222Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T10:47:22.111357Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T02:36:27.320514Z

Reference resolution

45 of 45 outbound references displayed

verified exact2
verified fuzzy21
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36a3d54b-6f99-4e8c-b0f2-0c7b77895d91 · outbound

This paper cites T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:58.842070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6b4632af-188b-4b6f-b8d6-efe4715ade8f · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Adding conditional control to text-to-image diffusion models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:49.524548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0a103da-e02b-400c-ba1c-708af90c3546 · outbound

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

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:49.586081Z

Source-reported events for the cited work

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Observation 4c81f357-ae0e-49e4-a19f-be14bea1fbeb · outbound

This paper cites ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback: Project Page: liming-ai.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback: Project Page: liming-ai

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:58.619017Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 343056b2-3b41-451d-8cbe-ae0710410cc6 · outbound

This paper cites Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:35:54.913613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation af2b2fa6-d007-47b9-a69e-66ffdac07626 · outbound

This paper cites Denoising diffusion probabilistic models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Denoising diffusion probabilistic models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:49.790142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5971fe87-45e3-4af1-bc62-fa56c7f15b22 · outbound

This paper cites Denoising Diffusion Implicit Models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Denoising Diffusion Implicit Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:49.863663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c13a7d1-7fab-4a90-9b76-7ca08dfe365e · outbound

This paper cites Diffusion models beat gans on image synthesis.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Diffusion models beat gans on image synthesis

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:49.935106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa84931d-d19a-432b-990e-8b9f831d1107 · outbound

This paper cites Deep unsuper- vised learning using nonequilibrium thermodynamics.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Deep unsuper- vised learning using nonequilibrium thermodynamics

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:58.409609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5a81e00c-8471-42b8-b936-7ef4c26b2f01 · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:50.202595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b918a55e-1b70-4f23-acc5-b278d5d8856e · outbound

This paper cites Zero-shot text-to-image generation.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Zero-shot text-to-image generation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:58.207271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6fa6221d-33d1-4be7-8655-ef56f987d737 · outbound

This paper cites High- resolution image synthesis with latent diffusion models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback High- resolution image synthesis with latent diffusion models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:50.417376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54958643-4533-43aa-aa33-179d7f9fd828 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Photorealistic text-to-image diffusion models with deep language understanding

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:58.002866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b08804e5-8ff5-4084-b159-68d3b0b1c927 · outbound

This paper cites eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:50.644902Z

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Observation 18b9f45e-8175-4f4a-b3e3-4a13efa3c54d · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:50.758018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51876550-2700-4d03-8a44-ba567216a1d6 · outbound

This paper cites Cocktail: Mixing multi-modality control for text-conditional image generation.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Cocktail: Mixing multi-modality control for text-conditional image generation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:57.831530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 493b943d-5f7d-4e00-b84f-b779852fd43d · outbound

This paper cites Composer: Creative and Controllable Image Synthesis with Composable Conditions.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:50.956752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6817ac18-a19f-4c93-aef8-dabb0e74b87d · outbound

This paper cites ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control Systems.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control Systems

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:57.663335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d29f8acf-1c65-4a8b-94c2-3eba77a736cc · outbound

This paper cites Relactrl: Relevance-guided efficient control for diffusion transformers.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Relactrl: Relevance-guided efficient control for diffusion transformers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:51.164157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0254e3da-9d39-4408-876e-b64a853291e0 · outbound

This paper cites Uni-controlnet: All-in-one control to text-to-image diffusion models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Uni-controlnet: All-in-one control to text-to-image diffusion models

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:57.496019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 244f393a-58ff-4d2c-8f13-d54703c61389 · outbound

This paper cites UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:51.439611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00051692-5970-4a13-aaa0-090f4d048241 · outbound

This paper cites Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:51.541078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a33835f-19c3-4a6d-b1dc-6dfd2f29a28e · outbound

This paper cites Label-Efficient Semantic Segmentation with Diffusion Models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Label-Efficient Semantic Segmentation with Diffusion Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:51.657841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36b10831-eb2b-4b82-b2b1-97acb59f3dcb · outbound

This paper cites Unsupervised semantic correspondence using stable diffusion.Advances in Neural Information Processing Systems, 36:8266–8279, 2023.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Unsupervised semantic correspondence using stable diffusion.Advances in Neural Information Processing Systems, 36:8266–8279, 2023

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:57.299473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 89e1f53c-5f7d-4ac5-8f55-92c05ff80f58 · outbound

This paper cites Text-to-image diffusion models are zero shot classifiers.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Text-to-image diffusion models are zero shot classifiers

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:57.108219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9c4e2dac-5861-42d8-997c-587a4266f995 · outbound

This paper cites Diffusion model as representation learner.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Diffusion model as representation learner

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:52.029528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a90af4f5-6b70-4224-99f0-e9025975a2df · outbound

This paper cites Denoising diffusion autoencoders are unified self-supervised learners.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Denoising diffusion autoencoders are unified self-supervised learners

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:56.914753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ef68fce8-dcc5-4be5-ba3c-c8e514ffd416 · outbound

This paper cites Emer- gent correspondence from image diffusion.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Emer- gent correspondence from image diffusion

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:56.716377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d0699aa1-f24e-4543-b26f-b4d04a6e09c3 · outbound

This paper cites Clean- DIFT: Diffusion Features without Noise.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Clean- DIFT: Diffusion Features without Noise

Reference 29

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:35:54.529052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ef7cd397-221e-46ab-bc58-3da91cf42e11 · outbound

This paper cites EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:52.518144Z

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Observation 8f161918-5091-4ebb-b847-f32c59fa174c · outbound

This paper cites What the DAAM: Interpreting Stable Diffusion Using Cross Attention.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback What the DAAM: Interpreting Stable Diffusion Using Cross Attention

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:52.667595Z

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Observation 470a2e14-431c-45b1-91fa-66608f9ded23 · outbound

This paper cites Your diffusion model is secretly a zero-shot classifier.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Your diffusion model is secretly a zero-shot classifier

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:52.769170Z

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Unavailable: canonical work link unavailable.

Observation 8d1b51de-11a9-42b1-afbd-6b8f53c9c2bb · outbound

This paper cites Diffusiondet: Diffusion model for object detection.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Diffusiondet: Diffusion model for object detection

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:56.522188Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 660801c3-b60b-4d54-871a-aeed6e9857b7 · outbound

This paper cites Readout guidance: Learning control from diffusion features.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Readout guidance: Learning control from diffusion features

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:56.319310Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bb614008-3af6-426d-87ec-9152aa2875e9 · outbound

This paper cites Diffusion hyperfeatures: Searching through time and space for semantic correspondence.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Diffusion hyperfeatures: Searching through time and space for semantic correspondence

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:56.135626Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c2240105-1dcb-4fbb-be11-0800b15491af · outbound

This paper cites Distillation of diffusion features for semantic correspondence.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Distillation of diffusion features for semantic correspondence

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:55.952768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ab039658-8d40-4ea9-be9b-00236b98d801 · outbound

This paper cites CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:53.348887Z

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Unavailable: canonical work link unavailable.

Observation b4bb6863-4f77-4ba0-aa00-7063037e838a · outbound

This paper cites X-adapter: Adding universal compatibility of plugins for upgraded diffusion model.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback X-adapter: Adding universal compatibility of plugins for upgraded diffusion model

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:55.803955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 22be1095-d574-4829-91ac-756597ef4fbe · outbound

This paper cites Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:53.542608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fec33fc-7041-455c-8ef4-505b94ee08a0 · outbound

This paper cites Gligen: Open-set grounded text-to-image generation.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Gligen: Open-set grounded text-to-image generation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:55.660542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e7a4a8f5-3196-4144-a030-2a1b9c8f69b7 · outbound

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

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:53.779487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5abe342-03dc-469b-93c5-04ee955b03dd · outbound

This paper cites Vision transformers for dense prediction.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Vision transformers for dense prediction

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:55.467397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7634f2c2-fc5c-46a9-bbd7-2e61477a013f · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T20:35:54.012648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0ae502-40eb-4ee8-8cc0-368f9b7345b0 · outbound

This paper cites Diffusers: State-of-the-art diffusion models.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Diffusers: State-of-the-art diffusion models

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:55.293274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 38e96513-a6ba-4463-b95f-78eaba3dd035 · outbound

This paper cites Deep residual learning for image recognition.

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Deep residual learning for image recognition

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:35:55.060581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation b68a331c-fa61-4122-9cf5-aa4253609438 · inbound

Reflection Separation from a Single Image via Joint Latent Diffusion cites this paper.

Reflection Separation from a Single Image via Joint Latent Diffusion Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:36:27.322218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.