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Paper Citation Record · LEDGER

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

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 49 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 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 49 of 49 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:18:15.333580Z

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

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External citation measurements

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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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-11T06:20:15.656356Z digest=sha256:397062347c6b74dc208bedf7263e3567a52bd405d266b93061babe52929e2d66

Observation 388332ab-8198-4d8d-95d4-137cf81a6e28 · inbound

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing cites this paper.

Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 2022

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T21:59:14.566359Z digest=sha256:5e34114fca4cedf278d0a1ae7093ca705313219319c199693e968b3c5c3e5789

Observation bc68be48-973a-4e5d-995a-0b26a12a2f32 · inbound

One Diffusion to Generate Them All cites this paper.

One Diffusion to Generate Them All Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 22

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no resolver link, observed 2026-08-12T13:19:54.588226Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:19:54.588226Z digest=sha256:772897e4e482c65e5346ccfc35535f5152cfad1a9d06b7be6c11a54238e5997d

Observation 5632ff15-2aae-4468-8aeb-2628b1b6e11d · inbound

Steering Rectified Flow Models in the Vector Field for Controlled Image Generation cites this paper.

Steering Rectified Flow Models in the Vector Field for Controlled Image Generation Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 19

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no resolver link, observed 2026-08-12T11:05:33.650106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:05:33.650106Z digest=sha256:6a108a070d4ec3460196141bfaed7e4691869f897a9cbf3cbd3b31252fd7df0d

Observation e556ecfa-e241-4b7a-a20b-0fb704a5a1d2 · inbound

Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted Inversion cites this paper.

Unpaired Multi-Domain Histopathology Virtual Staining using Dual Path Prompted Inversion Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 10

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no resolver link, observed 2026-08-11T15:23:12.806543Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T15:23:12.806543Z digest=sha256:329a16813dcde221e873a22ebb98ac592f4583adb64721ea1ee0d51ab6e4a4af

Observation 2cf92853-93c7-4687-bbf1-960edbb5bde9 · inbound

Instruction-based Image Manipulation by Watching How Things Move cites this paper.

Instruction-based Image Manipulation by Watching How Things Move Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 17

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no resolver link, observed 2026-08-11T14:20:19.386897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:20:19.386897Z digest=sha256:68c5a1bf2c03362be580e37e9cc7575b0bde40f984b37c1b843d94f4d978f2d2

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-16T16:07:53.054355Z digest=sha256:618ccb682391b88d87c7bce1142d95d7201977b05f5cb962c080c7500b7c7cc3

Observation a9d01f0d-432a-4e1a-af02-1baf7c50ca08 · inbound

X-Fusion: Introducing New Modality to Frozen Large Language Models cites this paper.

X-Fusion: Introducing New Modality to Frozen Large Language Models Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 76

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no resolver link, observed 2026-08-16T05:18:15.333580Z

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source=pdf_text observed=2026-08-16T05:18:15.333580Z digest=sha256:63693ec2b7b35906616d77c2af27334a32ae7564dabe940fde59152481664050

Observation 896a72bf-a85e-4ec5-ba64-212bc432ee2b · inbound

Multi-turn Consistent Image Editing cites this paper.

Multi-turn Consistent Image Editing Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 22

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no resolver link, observed 2026-08-15T23:36:29.243331Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:36:29.243331Z digest=sha256:b2910919188f74d228da3f50e17953803df940628d7560a76e18f2f14f1b96b9

Observation 4fa7caed-f4d6-4004-b5e1-ed066c383b44 · inbound

Selftok: Discrete Visual Tokens of Autoregression, by Diffusion, and for Reasoning cites this paper.

Selftok: Discrete Visual Tokens of Autoregression, by Diffusion, and for Reasoning Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 53

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no resolver link, observed 2026-08-15T22:21:30.418517Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:21:30.418517Z digest=sha256:23deb2642d8bfbaf0e40a3d2c89a756c402f00f450db6b5234468cce0a47e7d9

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:58:38.182421Z digest=sha256:24a5ada5da15feaaaba9f92215c9959b139553ae4b33f318097eab249e5b3032

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:55:31.547831Z digest=sha256:17eb64faa1363ffdfead27536a8497f619efbee53e94b5f905fbd029c082ba57

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:26:37.784110Z digest=sha256:1678213b3850f72135fc07a60a6b1c331789b0cc734b4e187212d4f13f981a01

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:14:06.389425Z digest=sha256:24e93fb296237170c04973410eefd9ab7d97085bf99a8a075bd99ea87a6d70d4

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:07:56.635791Z digest=sha256:3573c6a3b6ddcf60c76fd2b2abc52148e5159ba46695610407c231d084e1bc94

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:40:31.570698Z digest=sha256:ae8adf0dfb07087029766f6144ef81b4de69c0d4005383302c57bba08eecd918

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:43:14.216453Z digest=sha256:4406c415de175f14ec7ed78e8d4cf42f82b9acfee76b7d9761bd3523b9707f81

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T07:39:02.539294Z digest=sha256:49ee4bec784fec0dac1cb51d151d6e1b0aab3ab87a99cf335d42be3acaefe94b

Observation 4c8d9053-c64c-4bfa-92c7-c8cbbbcfd404 · 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

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no resolver link, observed 2026-08-15T18:52:50.750806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:50.750806Z digest=sha256:737f61ab716d0f7715e637b5e7058d5a7a8abdfb9ca7ab09f3e1fb144f9a54e5

Observation 7e7b2e79-907a-49e4-8f72-c2a3ac0ff58b · inbound

Inverse-and-Edit: Effective and Fast Image Editing by Cycle Consistency Models cites this paper.

Inverse-and-Edit: Effective and Fast Image Editing by Cycle Consistency Models Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 10

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no resolver link, observed 2026-08-15T18:41:41.722843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T18:41:41.722843Z digest=sha256:560808704f58509ce99c4a43d0e0134d1a10d313f3e01e1bc1ab09e789f4d525

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:56:41.263465Z digest=sha256:4af982f59d229af4b7ad45b4b07ada6f3222f123ac627199675d51492373affe

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:08:01.717479Z digest=sha256:5781d96cf80a610feb32e70567b6d7545272e3a3168cc826d6cec972430753bc

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:10:31.719815Z digest=sha256:734243813014f379ba0aede5bc7342ed04dcba4e177dc4ca6dfed2d3faf9257e

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:07:33.735479Z digest=sha256:4c84a4f53bce0b765e78e265f5db0b4e44f0844880f50288b4e56d0f375b65f4

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-18T19:02:18.176561Z digest=sha256:fc392186d063c6dd0b53941d823801e24fa7faf7f61373a9f95a72649130cc33

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-18T13:46:05.547669Z digest=sha256:3cbeae80d5ac9c19ecf5f35d5b7699fadfc96b96e20a81b3a76d53a130fa1c86

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-21T22:26:03.786045Z digest=sha256:c79771d727591e72cfefb0889856db6ef63e4bbe96676ccb26fa47cac4d3db35

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-16T23:56:41.488788Z digest=sha256:ab5507f497dee594a78c44522c9bb3cc53c3122bc9181b02aa1eed7244040349

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-15T07:29:04.811039Z digest=sha256:13d5997b788354e3ee5dfdd7b8e4ae3cc1f37f1b59ff22e865900945815937c0

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T17:26:14.795742Z digest=sha256:ab80b962567254b78f636e2d7f5c231c3f9fc7a442c75c496b1c65db135fa29b

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T11:48:00.163951Z digest=sha256:319a18983399cd493640ba29b89199d22e8c64c24025e0d9e73db7a04eef80f9

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T00:39:21.872643Z digest=sha256:25c9730d1744f0268b3350c11f83d96bc274b896709bc33116c52de0ce3084c2

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T06:41:04.597012Z digest=sha256:97cb11552a457386bed1fad43e07f9ee47039f8ee799a8b1fed403020035c2be

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

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-07T17:02:39.861897Z digest=sha256:34c160b40cb8011eb5de68e878636651358190479b1187d53507fb9167def83a

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-08T19:02:52.090839Z digest=sha256:02f561e77c9a16ca102d32c230d7d357621621e16bf38cca2bd37e8eafe67ff4

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-07-01T00:24:30.573122Z digest=sha256:c6fed5fcbdaa6aed79c8611e8efc6d601e4c45bed2fc4b6d76e18bc12f41525d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-12T05:14:02.242357Z digest=sha256:3f1b0e9b1aaf8826c53e02f4973a6131837234bfde4206858254f63abb822db7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T18:33:47.573164Z digest=sha256:5cb4be65cd4cd91858fdb545fd6e6c12069643b99bc50429c1c4e6e1e50be0c5

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-20T22:05:12.770906Z digest=sha256:e194b10fdb8e258c5330bf17a33c1557e1d614a3c638b432496975b621a0a15c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-21T05:51:19.211778Z digest=sha256:6747e1a7263e3b16b69b57f7d262008e3e0b3f9397633f30af1391213d8b18bc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T17:13:18.594937Z digest=sha256:9c25c8a544fb1b806f5d8a2ed98f9980a7db7043c5522002e9c0442fad68a67f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T17:17:25.811650Z digest=sha256:bd4a53cd2a315d54cae8e177454ac57c690247e10a594f7257c83243495163f4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T07:12:24.297839Z digest=sha256:5150e3f3cc9f4e28dbb4c36b19121501ed5b7f1f474d939026049f7b43421776

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T22:15:25.363644Z digest=sha256:90e6839b09ab5add5a73f80f8ab18318929ef2074523d7cbf3921ad85459e806

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T20:20:47.183401Z digest=sha256:40266473dfc5cf5058baa8d36ab0d5ce07669be07c80e30b5eab6203a893be74

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 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-07-09T21:07:55.368221Z digest=sha256:95c74d27cd93b928779bc0331e9163ff06b43efa3e7588139373727e24f77b59

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.

source=pdf_text observed=2026-07-30T22:58:40.782859Z digest=sha256:dbf0b9fb8b0187b260e6827b48039eb6969f1295c3d251f73c6d5f1f7994d2ee

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.

source=arxiv_source observed=2026-08-01T04:24:26.863283Z digest=sha256:200a0f5329862c0ba5f53d2378e6072f4a0d460a7c89a7880d235b9444fc1ad7

Observation 03d8005f-a68c-4270-8167-6928c9777e55 · inbound

Diffusion Image Editing via Asynchronous Token Decoding cites this paper.

Diffusion Image Editing via Asynchronous Token Decoding Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T19:27:32.118765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:27:32.118765Z digest=sha256:34b20d25622ee548f3a71a98493c1b6c70056e0f175af2cbf475b89084fdf7ee