Paper Citation Record · LEDGER

Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 38 inbound Pith citation observations for arXiv:2310.01506.

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

pith.paper-citation-record.v1
2310.01506 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 38 of 38 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:58:38.182421Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T21:16:34.354064Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c0929cf8-f2e2-4afd-bbe5-67609989fcbc · inbound

Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks cites this paper.

Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:20:16.124024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d43265e5-53d0-4311-9e05-bd9b2c8811a3 · inbound

In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer cites this paper.

In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-16T16:07:53.179440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b166c52b-e14d-456c-8fa5-967c65ecfb7c · inbound

FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing cites this paper.

FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:58:38.182421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e749790-f64c-4d50-bed9-34795e4f8668 · inbound

DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing cites this paper.

DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:55:31.547831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61a602cb-cde6-45d4-9b93-417a20bd54f1 · inbound

DCI: Dual-Conditional Inversion for Boosting Diffusion-Based Image Editing cites this paper.

DCI: Dual-Conditional Inversion for Boosting Diffusion-Based Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:37.784110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b5f053b-6a85-473f-abf5-d25df18e69ca · inbound

ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions cites this paper.

ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:14:06.389425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a32cdf7a-59b4-4cd7-8817-cb11dcc69640 · inbound

RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions cites this paper.

RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:07:56.635791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dedc2ce-29b8-4a60-9dd9-a35594d7dc1d · inbound

AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing cites this paper.

AttentionDrag: Exploiting Latent Correlation Knowledge in Pre-trained Diffusion Models for Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:31.570698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3bb4418-8899-4064-a4f9-a1fd7cca1f83 · inbound

Balancing Preservation and Modification: A Region and Semantic Aware Metric for Instruction-Based Image Editing cites this paper.

Balancing Preservation and Modification: A Region and Semantic Aware Metric for Instruction-Based Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-07T00:43:14.216453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31acaae7-059d-438e-9ffb-50c389de9ae4 · inbound

CPAM: Context-Preserving Adaptive Manipulation for Zero-Shot Real Image Editing cites this paper.

CPAM: Context-Preserving Adaptive Manipulation for Zero-Shot Real Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:42:09.191004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef245429-0edd-4637-9cc6-32691b013c2a · inbound

ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation cites this paper.

ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T20:56:41.263465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be6d381c-a1d7-45a5-84ac-064516e7bb51 · inbound

Trade-offs in Image Generation: How Do Different Dimensions Interact? cites this paper.

Trade-offs in Image Generation: How Do Different Dimensions Interact? Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T12:08:01.717479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4435c43-05ee-4b21-9678-726f78a5d31f · inbound

Audio-Guided Visual Editing with Complex Multi-Modal Prompts cites this paper.

Audio-Guided Visual Editing with Complex Multi-Modal Prompts Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:31.719815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b4b2b5c-4b10-4a60-a274-6cdcdae04883 · inbound

Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing cites this paper.

Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T12:07:33.735479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a109b13-c9bb-4422-b63f-2a7dc36cc360 · inbound

Delta Rectified Flow Sampling for Text-to-Image Editing cites this paper.

Delta Rectified Flow Sampling for Text-to-Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:02:48.545623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 954823cf-5e5e-4536-8ddd-3e307446a697 · inbound

EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning cites this paper.

EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:46:25.722327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a106cdd9-60ca-42ef-97cf-29472214dfe2 · inbound

FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing cites this paper.

FlashEdit: Decoupling Speed, Structure, and Semantics for Precise Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:30:44.233551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c18d17f-f127-47f1-8ef1-b7cf5461a0a6 · inbound

Preserving Source Video Realism: High-Fidelity Face Swapping for Cinematic Quality cites this paper.

Preserving Source Video Realism: High-Fidelity Face Swapping for Cinematic Quality Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:58:42.799322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4a5534d2-de3f-4568-aa3b-a9b36fc5a8ae · inbound

LPNSR: Optimal Noise-Guided Diffusion Image Super-Resolution Via Learnable Noise Prediction cites this paper.

LPNSR: Optimal Noise-Guided Diffusion Image Super-Resolution Via Learnable Noise Prediction Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:29:50.916288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e4845a6f-478f-4744-80b7-c4d6ea7f8da9 · inbound

RewardFlow: Generate Images by Optimizing What You Reward cites this paper.

RewardFlow: Generate Images by Optimizing What You Reward Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:46:57.141352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1a26d337-3f6e-464a-9140-d394be72d552 · inbound

Prompt-Guided Image Editing with Masked Logit Nudging in Visual Autoregressive Models cites this paper.

Prompt-Guided Image Editing with Masked Logit Nudging in Visual Autoregressive Models Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:50:20.205062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c7f1b79-2788-4888-8c0f-4178882a2cd1 · inbound

Rethinking Where to Edit: Task-Aware Localization for Instruction-Based Image Editing cites this paper.

Rethinking Where to Edit: Task-Aware Localization for Instruction-Based Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:39:48.367210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 61ffbfaf-c697-4648-a072-b6eaaf7d3671 · inbound

$Z^2$-Sampling: Zero-Cost Zigzag Trajectories for Semantic Alignment in Diffusion Models cites this paper.

$Z^2$-Sampling: Zero-Cost Zigzag Trajectories for Semantic Alignment in Diffusion Models Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:06:15.148460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5364f3a9-9926-459c-afcf-ca7dc9672ea4 · inbound

ResetEdit: Precise Text-guided Editing of Generated Image via Resettable Starting Latent cites this paper.

ResetEdit: Precise Text-guided Editing of Generated Image via Resettable Starting Latent Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:26:13.822984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a325ba68-bfe7-4911-b31b-c03ac0d33290 · inbound

DirectEdit: Step-Level Accurate Inversion for Flow-Based Image Editing cites this paper.

DirectEdit: Step-Level Accurate Inversion for Flow-Based Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:05:34.725767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 11e0e8aa-e225-4866-93b2-5e243c22b6d0 · inbound

LIVEditor-14B: Lightning Unified Video Editing via In-Context Sparse Attention cites this paper.

LIVEditor-14B: Lightning Unified Video Editing via In-Context Sparse Attention Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:25:09.382312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation de26f882-352a-4f5f-873e-55d6fba3e3c4 · inbound

LimeCross: Context-Conditioned Layered Image Editing with Structural Consistency cites this paper.

LimeCross: Context-Conditioned Layered Image Editing with Structural Consistency Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:16:25.420246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e82a405a-29d8-4af1-905d-c9ded20eb000 · inbound

VAGS: Velocity Adaptive Guidance Scale for Image Editing and Generation cites this paper.

VAGS: Velocity Adaptive Guidance Scale for Image Editing and Generation Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:33:53.035554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cbacb7ae-246b-4119-b8d5-c7bf6a689248 · inbound

Stable and Near-Reversible Diffusion ODE Solvers for Image Editing cites this paper.

Stable and Near-Reversible Diffusion ODE Solvers for Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-20T22:09:07.565982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5f45c62f-8238-4f6c-934e-c51c92c5ce6b · inbound

Semantic Granularity Navigation in Image Editing cites this paper.

Semantic Granularity Navigation in Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:53:59.245142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2846585c-d1c7-47c6-91aa-68964cc197f8 · inbound

Semantic Granularity Navigation in Image Editing cites this paper.

Semantic Granularity Navigation in Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:14:56.676552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 88c24cbe-022d-4aca-8aa3-f25cd9a90ef4 · inbound

Training-free image inversion for one-step diffusion models cites this paper.

Training-free image inversion for one-step diffusion models Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-06-28T17:22:25.143979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b8a7c3b-2078-4b98-b881-2257d469b750 · inbound

Imagine Before You Draw: Visual Prompt Engineering for Image Generation cites this paper.

Imagine Before You Draw: Visual Prompt Engineering for Image Generation Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:43.971629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7552f92f-bb5f-4c88-bb93-fec62e5a3d46 · inbound

Consistent-Inversion: Reverse Consistency Guidance for Structure-Preserving Visual Editing cites this paper.

Consistent-Inversion: Reverse Consistency Guidance for Structure-Preserving Visual Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:57:10.259939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f8b10527-1d13-4acb-8a3e-0e0212281ca7 · inbound

On the Controllability-Fidelity Frontier in Diffusion Editing cites this paper.

On the Controllability-Fidelity Frontier in Diffusion Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:37:22.617743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1814b45f-1fde-46fd-8673-5fefcbec816b · inbound

Making Implicit Preservation Intent Explicit in Conversational Image Editing cites this paper.

Making Implicit Preservation Intent Explicit in Conversational Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-09T21:16:34.355569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4edcec38-e2e6-42ed-b137-925760a1a01e · inbound

FARI: Robust One-Step Inversion for Watermarking in Diffusion Models cites this paper.

FARI: Robust One-Step Inversion for Watermarking in Diffusion Models Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-30T22:58:40.782859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f53c3ec-00aa-4371-bb17-ef5e4978c9a3 · inbound

4DHumanDiff: Direct Text-to-4DGS Generation for Consistent 360-Degree Dynamic Humans cites this paper.

4DHumanDiff: Direct Text-to-4DGS Generation for Consistent 360-Degree Dynamic Humans Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T04:24:26.863283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.