Paper Citation Record · LEDGER

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning

As of 7 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 2 inbound Pith citation observations for arXiv:2508.08098.

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

pith.paper-citation-record.v1
2508.08098 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:41:13.422776Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:55:28.184085Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T09:28:39.568466Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f8cb8ae-cb30-4ebf-b713-987a08f3c5b9 · outbound

This paper cites Qwen2.5-VL Technical Report.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Qwen2.5-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:11.600894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a97b6fa1-1915-4ead-9d96-76dff61ce866 · outbound

This paper cites Making LLaMA SEE and Draw with SEED Tokenizer.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Making LLaMA SEE and Draw with SEED Tokenizer

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:11.885994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3a0dc13-a72d-4be2-8da8-a5714a44191b · outbound

This paper cites Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:11.990825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32466709-35a8-4f22-98a6-1d41ebf783c8 · outbound

This paper cites Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Playground v2.5: Three Insights towards Enhancing Aesthetic Quality in Text-to-Image Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.105945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f53779e2-9a4c-4a37-8299-4b7271e9de62 · outbound

This paper cites Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.175559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c2d62f-3914-42fe-bfe7-20d1216451ec · outbound

This paper cites UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.247162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7974b81b-51e1-473f-9dad-6a87e50faf8f · outbound

This paper cites Flow Matching for Generative Modeling.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Flow Matching for Generative Modeling

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.353287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f18c4c7-d1db-4767-ae17-e0052e1bd904 · outbound

This paper cites Step1X-Edit: A Practical Framework for General Image Editing.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Step1X-Edit: A Practical Framework for General Image Editing

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.444125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14f94d1b-c12e-40c2-b03a-d7e7d8f82c54 · outbound

This paper cites Transfer between Modalities with MetaQueries.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Transfer between Modalities with MetaQueries

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.580765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1334e378-2710-40c6-98bb-fc525c8f27d9 · outbound

This paper cites Lumina-Image 2.0: A Unified and Efficient Image Generative Framework.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Lumina-Image 2.0: A Unified and Efficient Image Generative Framework

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.688519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cda62742-b7b0-4ab0-9d9a-f1283ad0f5f3 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.843670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 869b1880-3202-47d3-a1cd-a11f74489187 · outbound

This paper cites SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:13.050943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52408d33-734c-434f-824d-073db230f35b · outbound

This paper cites GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:13.116725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc75e2b7-6b87-4825-b2e4-660c295d5225 · outbound

This paper cites Qwen-Image Technical Report.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Qwen-Image Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:13.188247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76a97188-9798-4cc7-9527-a629ae9c39c8 · outbound

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

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:13.254621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c34f52d-a5ce-4c03-a79b-fe6042c9d4d5 · outbound

This paper cites ImgEdit: A Unified Image Editing Dataset and Benchmark.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning ImgEdit: A Unified Image Editing Dataset and Benchmark

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:13.320472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b300978-3ee3-4c5e-9716-016c8938213e · outbound

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

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:13.422776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfed8452-60bd-4678-b1b9-31361fd4d1fc · outbound

This paper cites MetaMorph: Multimodal Understanding and Generation via Instruction Tuning.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning MetaMorph: Multimodal Understanding and Generation via Instruction Tuning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:12.979485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07da2973-9505-4eac-af96-364d5294dd10 · outbound

This paper cites HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:11.649030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad6ac12e-c645-4966-a728-f49de3a4e352 · outbound

This paper cites Seedream 3.0 Technical Report.

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning Seedream 3.0 Technical Report

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:11.835200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b203ce63-b2b4-46c6-86eb-32c1b3bb792e · outbound

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

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T21:41:11.742282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b0403c62-fbe1-4434-ad2a-a777f90716fa · inbound

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation cites this paper.

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:28:39.569797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bb47a833-caf3-474e-b9d7-fcef7fba09cf · inbound

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes cites this paper.

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning

Reference 145

Resolution: unresolved; no resolver link, observed 2026-08-06T11:55:28.184085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.