Paper Citation Record · LEDGER

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers

As of 8 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 7 inbound Pith citation observations for arXiv:2506.02528.

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

pith.paper-citation-record.v1
2506.02528 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:26:31.248399Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T19:54:47.490062Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T21:00:08.960735Z

Reference resolution

69 of 69 outbound references displayed

verified exact1
verified fuzzy22
unresolved45
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a310153a-8271-4e45-81c3-95c41f1e41c0 · outbound

This paper cites Flux: Official inference repository for flux.1 models.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Flux: Official inference repository for flux.1 models

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:36.319170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70770c67-1c34-4fc1-9507-b4d288d6fb0d · outbound

This paper cites Flux.1-dev: A 12b parameter rectified flow transformer for text-to-image generation.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Flux.1-dev: A 12b parameter rectified flow transformer for text-to-image generation

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:36.221934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8ccc135a-053c-4dc6-ac9d-041e39f79a66 · outbound

This paper cites Flux.1 redux-dev.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Flux.1 redux-dev

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:35.945195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76754b25-7c54-455f-b5da-624931d8228b · outbound

This paper cites Instructpix2pix: Learning to follow image editing instructions.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Instructpix2pix: Learning to follow image editing instructions

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:25.718579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 260b2e52-8a14-449e-83dc-e00838354ce2 · outbound

This paper cites Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and editing.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and editing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:25.794555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf585d37-4e1a-45a5-9dfb-c19b35ed685c · outbound

This paper cites Edit Transfer: Learning Image Editing via Vision In-Context Relations.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Edit Transfer: Learning Image Editing via Vision In-Context Relations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:25.872473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caf7f31f-6af9-4073-9bf9-293f0fa33b41 · outbound

This paper cites Ringid: Rethinking tree-ring watermarking for enhanced multi-key identification.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Ringid: Rethinking tree-ring watermarking for enhanced multi-key identification

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:35.735335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 27442a58-4f25-4067-bab7-a4c340f16deb · outbound

This paper cites Video demoireing with relation-based temporal consistency.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Video demoireing with relation-based temporal consistency

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:35.595400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9e73cc68-f07c-40a1-97ad-8e0dc4a05fee · outbound

This paper cites The cube++ illumination estimation dataset.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers The cube++ illumination estimation dataset

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:35.426601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 05c80204-00ab-4742-b650-3213580a0e36 · outbound

This paper cites Geometric representation learning for document image rectification.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Geometric representation learning for document image rectification

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:35.245083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f83ab52a-7c07-407e-99d8-eb6038014a9e · outbound

This paper cites Concept sliders: Lora adaptors for precise control in diffusion models.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Concept sliders: Lora adaptors for precise control in diffusion models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:35.071299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2faeb9cd-0ad5-427e-b92d-b4db75a6e7e6 · outbound

This paper cites Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:26.252338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ff2661a-d827-4ef5-8a63-e36e26b3da65 · outbound

This paper cites From sky to the ground: A large-scale benchmark and simple baseline towards real rain removal.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers From sky to the ground: A large-scale benchmark and simple baseline towards real rain removal

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:34.920211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f004abc8-9d7f-463a-9018-a182b8338906 · outbound

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

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:26.421202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65ae66d5-36b0-4221-8dfe-4fd6cd453bca · outbound

This paper cites Denoising diffusion probabilistic models.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Denoising diffusion probabilistic models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:26.507655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccbc7202-c46f-434e-bdfe-292c1b95dcd7 · outbound

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

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Lora: Low-rank adaptation of large language models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:26.581575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ec8a21-4ba5-4c4e-897f-6707b727168a · outbound

This paper cites PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers PhotoDoodle: Learning Artistic Image Editing from Few-Shot Pairwise Data

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:26.633060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ef90e08-1b43-4de2-a3f1-96bf782f95be · outbound

This paper cites Humansd: A na- tive skeleton-guided diffusion model for human image generation.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Humansd: A na- tive skeleton-guided diffusion model for human image generation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:34.789002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6fc98b77-8af1-4bc2-97a1-d959ff2c51b2 · outbound

This paper cites Imagic: Text-based real image editing with diffusion models.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Imagic: Text-based real image editing with diffusion models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:34.594054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4354f44e-61dd-4907-8bc1-7064a3426859 · outbound

This paper cites Auto-encoding variational bayes, 2013.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Auto-encoding variational bayes, 2013

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:27.005581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2046233-0781-4d76-97e6-befd9a906b7b · outbound

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

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Gligen: Open-set grounded text-to-image generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:27.119746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82c30e4b-73fa-4c4c-b69c-2b873b5822fb · outbound

This paper cites Visualcloze: A universal image generation framework via visual in-context learning.arXiv preprint arXiv:2504.07960, 2025.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Visualcloze: A universal image generation framework via visual in-context learning.arXiv preprint arXiv:2504.07960, 2025

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:27.232631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad5b333-8a37-432c-b1c7-dc603c95e5fc · outbound

This paper cites Exploring the limits of weakly supervised pretraining.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Exploring the limits of weakly supervised pretraining

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:27.367235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec590b87-3435-4d1c-bbcb-bb69992a6727 · outbound

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

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:27.535923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e83759ad-13a5-47b0-9d42-fed66b85d8b0 · outbound

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

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers T2i- adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:27.668185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 517b936b-c81c-4d9f-ac5b-5bff74d94d97 · outbound

This paper cites Deep multi-scale convolutional neural network for dynamic scene deblurring.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Deep multi-scale convolutional neural network for dynamic scene deblurring

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:34.368713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 69367777-eb1f-45ee-8472-bfd5d56b5c4e · outbound

This paper cites Gpt-4o technical report.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Gpt-4o technical report

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:34.221356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70218a74-fba3-4563-817a-34557ad3eb31 · outbound

This paper cites Multi-modal Attention for Speech Emotion Recognition.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Multi-modal Attention for Speech Emotion Recognition

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.052890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cff08b8-a17a-4ab1-bf9a-b2c4b6df10c2 · outbound

This paper cites Scalable diffusion models with transformers.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Scalable diffusion models with transformers

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.104561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4056f61-c66a-49b6-bf12-618a7ef6e978 · outbound

This paper cites Ntire 2021 challenge on high dynamic range imaging: Dataset, methods and results.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Ntire 2021 challenge on high dynamic range imaging: Dataset, methods and results

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:34.110740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af979b9c-851e-42fe-b7a4-b1dda2ed31f2 · outbound

This paper cites Dense extreme inception network: Towards a robust cnn model for edge detection.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Dense extreme inception network: Towards a robust cnn model for edge detection

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:33.952402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19c9f941-4ebc-42a4-8474-5b4b79288d75 · outbound

This paper cites Learning transferable visual models from natural language supervision.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Learning transferable visual models from natural language supervision

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.269032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3f481d8-6aea-40f0-bb8f-99b19c44ae5c · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Learning Transferable Visual Models From Natural Language Supervision

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.324295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea39b648-23ff-4acc-a5ad-5232cff0c637 · outbound

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

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers High-resolution image synthesis with latent diffusion models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.386907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 733308b4-23e1-4538-8767-f079716599d4 · outbound

This paper cites Dream- booth: Fine tuning text-to-image diffusion models for subject-driven generation.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Dream- booth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.422715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d8f41e9-81d6-4a4c-a2f0-87919bb3a0d8 · outbound

This paper cites Schönberger, Silvano Galliani, Torsten Sattler, Konrad Schindler, Marc Pollefeys, and Andreas Geiger.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Schönberger, Silvano Galliani, Torsten Sattler, Konrad Schindler, Marc Pollefeys, and Andreas Geiger

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:33.752496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72fc49d9-d2d2-4f95-a5db-5b4a877d0a54 · outbound

This paper cites FonTS: Text Rendering with Typography and Style Controls.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers FonTS: Text Rendering with Typography and Style Controls

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.536012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c05e11b5-fc5f-4a57-8e49-006855fd60a3 · outbound

This paper cites Insert Anything: Image Insertion via In-Context Editing in DiT.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Insert Anything: Image Insertion via In-Context Editing in DiT

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.644520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d076f13-d7f5-4d56-8eba-0d4e75ff391c · outbound

This paper cites LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.703173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 396b6781-cf80-4d0e-8524-a94f31c93592 · outbound

This paper cites ProcessPainter: Learn Painting Process from Sequence Data.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers ProcessPainter: Learn Painting Process from Sequence Data

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.863975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b82dea6b-4752-40b1-9b8d-7f4016464b36 · outbound

This paper cites MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:28.950281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8fdb208-d409-4c04-a7fe-831841288831 · outbound

This paper cites OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:29.016351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0491bdea-bb66-4468-9b18-6f31450b14ae · outbound

This paper cites DiffSim: Taming Diffusion Models for Evaluating Visual Similarity.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers DiffSim: Taming Diffusion Models for Evaluating Visual Similarity

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:29.117065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2911789-b041-4db1-b350-a10d158acfb4 · outbound

This paper cites Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Anti-Reference: Universal and Immediate Defense Against Reference-Based Generation

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:26:31.465314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 85d087eb-912c-4aaa-bab6-ea23d41dafd7 · outbound

This paper cites Grid: Omni Visual Generation.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Grid: Omni Visual Generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:29.276612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c67fcc53-b8c4-4372-be6e-b6eab7cfc90a · outbound

This paper cites Images speak in images: A generalist painter for in-context visual learning.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Images speak in images: A generalist painter for in-context visual learning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:29.340378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f833c93-77b7-4c7d-b8fc-fa9783aad9d1 · outbound

This paper cites Image quality assessment: From error visibility to structural similarity.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Image quality assessment: From error visibility to structural similarity

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:29.430480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9b2ed42-302f-42aa-8570-66ae28118dd6 · outbound

This paper cites Investigating Prompt Engineering in Diffusion Models.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Investigating Prompt Engineering in Diffusion Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:29.533343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9691e3-14c4-4f3a-8e0c-4c6a1d2511e8 · outbound

This paper cites Versatile diffusion: Text, images and variations all in one diffusion model.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Versatile diffusion: Text, images and variations all in one diffusion model

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:33.605922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a7343dc2-e163-41f8-84ac-fc189454df0f · outbound

This paper cites Paint by example: Exemplar-based image editing with diffusion models.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Paint by example: Exemplar-based image editing with diffusion models

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:33.500647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3b428b54-53b2-4efc-b393-feb13063f2a1 · outbound

This paper cites Imagebrush: Learning visual in-context instructions for exemplar-based image manipulation.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Imagebrush: Learning visual in-context instructions for exemplar-based image manipulation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:29.755611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a72d8917-89bf-4795-8151-485b40f49652 · outbound

This paper cites Sigmoid loss for language image pre-training.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Sigmoid loss for language image pre-training

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:29.860968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c2a7556-8077-45c8-b231-038b6f1f95bf · outbound

This paper cites Finestyle: Fine-grained controllable style personalization for text-to-image models.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Finestyle: Fine-grained controllable style personalization for text-to-image models

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:33.315640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ff729933-4eba-43f6-8f28-56e7b34638f2 · outbound

This paper cites Transparent Image Layer Diffusion using Latent Transparency.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Transparent Image Layer Diffusion using Latent Transparency

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:30.063204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98351591-9fb3-4625-a754-018c2da1c0ae · outbound

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

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Adding conditional control to text-to-image diffusion models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:30.122524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6cb4c78-a4d6-435c-a1ac-ff93d2362a84 · outbound

This paper cites Ssr-encoder: Encoding selective subject representation for subject-driven generation.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Ssr-encoder: Encoding selective subject representation for subject-driven generation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:30.217419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b561ba52-4045-4d5c-9655-5c99254571dd · outbound

This paper cites Fast personalized text to image synthesis with attention injection.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Fast personalized text to image synthesis with attention injection

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:33.194879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9cdf82b-3356-4a27-950d-6203140bf0a7 · outbound

This paper cites Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:30.361206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72b2355f-0259-4a73-88f7-e4ec95a3036f · outbound

This paper cites EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:30.437018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ffebfdb-e4a7-4998-b772-81e63a107d44 · outbound

This paper cites Stable-Hair: Real-World Hair Transfer via Diffusion Model.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Stable-Hair: Real-World Hair Transfer via Diffusion Model

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:30.537511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89787206-df16-40ae-a48d-3588a67b81ed · outbound

This paper cites Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:30.614880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1378a512-0f64-4e03-9e00-1d1e3b8b7e29 · outbound

This paper cites an unresolved cited work.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:33.017482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c790220d-72c5-498c-aac0-d718ad0880d5 · outbound

This paper cites an unresolved cited work.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:32.858751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 156ca6d3-9894-4956-b049-c3da08a5d18d · outbound

This paper cites an unresolved cited work.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:32.695543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ead06ca3-b213-4e56-8c63-d3b0dc5257c2 · outbound

This paper cites an unresolved cited work.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Unresolved cited work

Reference 65

Resolution: parse uncertain; raw_fallback, observed 2026-08-07T11:26:32.526412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ecd19af3-cfd5-42df-ba57-eea803bb5665 · outbound

This paper cites an unresolved cited work.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:32.352512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e6c401e2-cac0-4e88-ad32-3d67999d0377 · outbound

This paper cites Figure 9: Structured prompt used for labeling image pairs and extracting transformation instructions.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Figure 9: Structured prompt used for labeling image pairs and extracting transformation instructions

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:32.157655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5e869e3-ec43-4f0c-8dbe-574684e32465 · outbound

This paper cites an unresolved cited work.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:26:32.017466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9f97ab58-dc20-4b42-9160-03ff7c0fa24d · outbound

This paper cites B1": {"consistency.

RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers B1": {"consistency

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:26:31.864166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation df5cc13a-d604-40a9-9119-28f9617c8ded · inbound

WorldWander: Bridging Egocentric and Exocentric Worlds in Video Generation cites this paper.

WorldWander: Bridging Egocentric and Exocentric Worlds in Video Generation RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T19:54:47.490062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1449e96-b8bd-4110-94e1-2fbd95d8502b · inbound

StreamingEffect: Real-Time Human-Centric Video Effect Generation cites this paper.

StreamingEffect: Real-Time Human-Centric Video Effect Generation RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:12:44.741376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c4940a23-4c0d-46f0-9344-4c44d7c9aed7 · inbound

VISTA: Triplet-Supervised Video Style Transfer with Diffusion Transformers cites this paper.

VISTA: Triplet-Supervised Video Style Transfer with Diffusion Transformers RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:18:21.356872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 017e772e-181b-478d-be57-999c9dae427d · inbound

SWEET: Sparse World Modeling with Image Editing for Embodied Task Execution cites this paper.

SWEET: Sparse World Modeling with Image Editing for Embodied Task Execution RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-20T07:08:07.203306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cd800ed7-9c54-4bc0-b297-a112e4c960da · inbound

TryOnCrafter: Unleashing Camera Trajectories for Realistic Video Virtual Try-on via a Renderable 4D Try-on Proxy cites this paper.

TryOnCrafter: Unleashing Camera Trajectories for Realistic Video Virtual Try-on via a Renderable 4D Try-on Proxy RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T21:00:08.962307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 997ff181-f4d9-47b1-9a52-543d5e44ffd1 · inbound

TryOnCrafter: Unleashing Camera Trajectories for Realistic Video Virtual Try-on via a Renderable 4D Try-on Proxy cites this paper.

TryOnCrafter: Unleashing Camera Trajectories for Realistic Video Virtual Try-on via a Renderable 4D Try-on Proxy RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T12:05:10.800662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1de58fa4-05cd-4812-b226-df6adb71cc14 · inbound

MirrorPPR: Exemplar-Based Portrait Photo Retouching cites this paper.

MirrorPPR: Exemplar-Based Portrait Photo Retouching RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:54:22.094711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.