Paper Citation Record · LEDGER

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation

As of 6 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2602.06886.

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

pith.paper-citation-record.v1
2602.06886 v5

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:50:47.434926Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved22
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malformed identifier2
metadata mismatch0

External citation measurements

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Outbound references

Observation 61207d22-6a08-47c7-beb3-4a670fc9c49a · outbound

This paper cites Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.140207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4af4b611-6ce8-4d49-a031-481ed163eca4 · outbound

This paper cites PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.241076Z

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Observation c465b187-478f-4047-b6f4-665b93268e0e · outbound

This paper cites BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.324738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b30d7a25-386e-4117-8c44-0142af571fe1 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Classifier-Free Diffusion Guidance

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.406955Z

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Unavailable: canonical work link unavailable.

Observation ef49485a-c6c6-4505-9ee1-985504817105 · outbound

This paper cites These Prompt Reinjection settings are chosen based on the best-performing combinations identified in our ablation stud- ies.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation These Prompt Reinjection settings are chosen based on the best-performing combinations identified in our ablation stud- ies

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-03T03:50:47.209248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85d1aed7-3d63-4c12-ab53-ed1e5f83d174 · outbound

This paper cites Latte: Latent Diffusion Transformer for Video Generation.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Latte: Latent Diffusion Transformer for Video Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.759009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07672c85-0219-44fc-a3f9-7d0b30e5acda · outbound

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

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.861332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87f96f3d-37df-4345-9ae2-056844db962b · outbound

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

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.972063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6b843f2-2a15-4dfd-8971-32b736baa733 · outbound

This paper cites Denoising Diffusion Implicit Models.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Denoising Diffusion Implicit Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:46.127262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e0ecd26-3c0f-475a-bb09-b07fa5eecaf3 · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Wan: Open and Advanced Large-Scale Video Generative Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:46.244612Z

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Unavailable: canonical work link unavailable.

Observation cd2da8e1-e90b-4b6f-840d-04681d943322 · outbound

This paper cites FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:46.360371Z

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Unavailable: canonical work link unavailable.

Observation 802d2e37-b182-422b-9536-7d3ddfce2ecc · outbound

This paper cites Qwen-Image Technical Report.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Qwen-Image Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:46.437884Z

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Unavailable: canonical work link unavailable.

Observation 2267f655-40b9-413e-ba18-ddf0684089e0 · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:46.551257Z

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Unavailable: canonical work link unavailable.

Observation e7cd895d-04b1-4852-872d-2dfdbcc19770 · outbound

This paper cites SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:46.708056Z

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Unavailable: canonical work link unavailable.

Observation 4b0d842f-3bb5-43bd-b628-7734f017fe59 · outbound

This paper cites Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:46.874348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44f08017-9a0e-4aa1-964f-852df110be70 · outbound

This paper cites Fast Training of Diffusion Models with Masked Transformers.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Fast Training of Diffusion Models with Masked Transformers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:47.050868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a137796f-de77-420b-af96-6cc3b956bcf9 · outbound

This paper cites an unresolved cited work.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:47.319081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e2bc90d-6625-489e-9e76-e6b09a446371 · outbound

This paper cites Unlike our training-free Prompt Reinjec- tion, TACA requires LoRA fine-tuning of the model.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Unlike our training-free Prompt Reinjec- tion, TACA requires LoRA fine-tuning of the model

Reference 24

Resolution: malformed identifier; no resolver link, observed 2026-08-03T03:50:47.434926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7ca069d-3743-4e45-a8e3-3a0f96c54a5b · outbound

This paper cites We fix lori=1, Ltgt={l|l > lori}, and w=0.025, and vary the prompt set used to collect text-token pairs for computing the orthogonal mapping.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation We fix lori=1, Ltgt={l|l > lori}, and w=0.025, and vary the prompt set used to collect text-token pairs for computing the orthogonal mapping

Reference 1024

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:47.131010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b45ccc8f-b5a9-4358-8d0b-8fe2a88c3205 · outbound

This paper cites Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Reference 2014

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.713158Z

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Unavailable: canonical work link unavailable.

Observation a793ebab-2c41-46d2-a3d3-1fa2b9f2d3b9 · outbound

This paper cites ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.491098Z

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Observation a82a82ae-cb7e-4cba-a558-1ec636851bbb · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation Training Diffusion Models with Reinforcement Learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.046193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb1ba7c0-5ec4-4cdc-8fbc-057a32fd6f27 · outbound

This paper cites TexTailor: Inference-Time Textual Guidance Tailoring for Multimodal Diffusion Transformers.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation TexTailor: Inference-Time Textual Guidance Tailoring for Multimodal Diffusion Transformers

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.652959Z

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Unavailable: canonical work link unavailable.

Observation b3615aaa-0fa3-47d1-9cf3-e65fd594d11c · outbound

This paper cites The Platonic Representation Hypothesis.

Prompt Reinjection: Alleviating Prompt Forgetting in Multimodal Diffusion Transformers for Text-to-Image Generation The Platonic Representation Hypothesis

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:45.572290Z

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Pith citing papers

No inbound Pith citation observations are available.