Paper Citation Record · LEDGER

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration

As of 22 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2506.01672.

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

pith.paper-citation-record.v1
2506.01672 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:44:12.078026Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-13T07:34:41.000570Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T07:37:29.496408Z

Reference resolution

14 of 14 outbound references displayed

verified exact3
verified fuzzy4
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33f182c6-3e12-413e-9412-7c80581edfcf · outbound

This paper cites an unresolved cited work.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration Unresolved cited work

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:44:12.305375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 70986d1e-4e69-4a72-9004-8b3fde1fd096 · outbound

This paper cites • When comparing no prompts, brief prompts, and detailed prompts, providing more detailed prompts generally leads to better FID performance and smaller total variance.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration • When comparing no prompts, brief prompts, and detailed prompts, providing more detailed prompts generally leads to better FID performance and smaller total variance

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-07T11:44:12.206672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 39064ba2-9ea6-4817-b740-5574382c1be2 · outbound

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

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:11.946225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33b572b5-e5b3-4a58-887d-64e06df75090 · outbound

This paper cites Should ebms model the energy or the score? InEnergy Based Models Workshop-ICLR 2021,.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration Should ebms model the energy or the score? InEnergy Based Models Workshop-ICLR 2021,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:13.907723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5026521e-c9d4-47bb-b0ff-8b33b8b23063 · outbound

This paper cites an unresolved cited work.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:44:12.601578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5e851dd5-516c-4f02-8a08-89f94fb8927f · outbound

This paper cites In the first stage, we train the model using theadd inj operation for 2 epochs.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration In the first stage, we train the model using theadd inj operation for 2 epochs

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.558856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b4dc91d8-14e0-4d81-a4eb-bec98bad0862 · outbound

This paper cites To investigate further, we focused on these critical training milestones for both MIControlNet and ControlNet.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration To investigate further, we focused on these critical training milestones for both MIControlNet and ControlNet

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.520501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d6e878c1-ec7f-4909-b1c6-6c23e1e228be · outbound

This paper cites • The conservativity loss, particularly for Canny combined with other conditions, achieves a consistent improvement of approximately 3 points in FID.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration • The conservativity loss, particularly for Canny combined with other conditions, achieves a consistent improvement of approximately 3 points in FID

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:44:12.474789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation abb5dda1-4091-4f93-ae8a-29570ec39919 · outbound

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

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:11.980379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09030d75-fab7-4632-907c-931520e93d57 · outbound

This paper cites On Investigating the Conservative Property of Score-Based Generative Models.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration On Investigating the Conservative Property of Score-Based Generative Models

Reference 2017

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:44:12.433805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3e5ba8f2-cd97-4ef9-bef9-ea65913399b8 · outbound

This paper cites On gauge freedom, conservativity and intrinsic dimensionality estimation in diffusion models.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration On gauge freedom, conservativity and intrinsic dimensionality estimation in diffusion models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:11.871789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2a5fca7-17a8-49c1-b7e2-2c4b164d0c28 · outbound

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

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:11.924736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d860d747-a03d-4cc5-84dc-0ee8b407a987 · outbound

This paper cites ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:11.892526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98ef00cd-0f72-4a80-9d8a-cf8f5f59da51 · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

Minimal Impact ControlNet: Advancing Multi-ControlNet Integration SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T11:44:11.909064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 997a1310-fdeb-4d2b-b7a8-60bf7e5c7bcb · inbound

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models cites this paper.

Design Your Ad: Personalized Advertising Image and Text Generation with Unified Autoregressive Models Minimal Impact ControlNet: Advancing Multi-ControlNet Integration

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:37:29.499413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.