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Paper Citation Record · LEDGER

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation

As of 13 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 1 inbound Pith citation observation for arXiv:2412.18928.

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

pith.paper-citation-record.v1
2412.18928 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T04:24:20.297311Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T00:53:53.855965Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T00:53:54.032991Z

Reference resolution

67 of 67 outbound references displayed

  • verified exact0
  • verified fuzzy29
  • unresolved38
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b94fec80-39d2-4057-9cfc-531ab8689710 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

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Observation 2ad595ba-740e-4cf2-b1af-87fe3d42da67 · outbound

This paper cites GPT-4 Technical Report.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation GPT-4 Technical Report

Reference 2

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Observation 8b1af978-db56-4ce3-ba10-01176e134e46 · outbound

This paper cites Improving image generation with better captions.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Improving image generation with better captions

Reference 3

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 7bb27a7b-2695-45a8-b816-418ebc5278aa · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Emerg- ing properties in self-supervised vision transformers

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 605ea588-0d83-4a6b-a3c4-f833d700ba21 · outbound

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

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Reference 5

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Observation b1cb885a-a665-4583-938c-650790d9071c · outbound

This paper cites PixArt-\Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation PixArt-\Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

Reference 6

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Observation b24ada5c-348a-4a05-9ec7-ecb667e1836f · outbound

This paper cites PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation PIXART-{\delta}: Fast and Controllable Image Generation with Latent Consistency Models

Reference 7

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Observation 6e57361f-eb8d-4a8b-b399-386d5a76ed80 · outbound

This paper cites Re-Imagen: Retrieval-Augmented Text-to-Image Generator.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Re-Imagen: Retrieval-Augmented Text-to-Image Generator

Reference 8

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source=pdf_text observed=2026-08-11T04:24:19.883880Z digest=sha256:8837c526a9e37d6b2f4148fbe6e5aa119cff2282c53638d15a0cdc088fa255df

Observation d0c2dc90-2fe8-4de2-b23c-74004100e255 · outbound

This paper cites Subject-driven text-to-image generation via apprenticeship learning.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Subject-driven text-to-image generation via apprenticeship learning

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:19.893491Z digest=sha256:64c740f7c893b00f7461cbc51fce2d278d552f73c699d17c5b4123ca5f8d96c5

Observation 41a3ece6-2795-488b-881f-818783b79a08 · outbound

This paper cites Reproducible scal- ing laws for contrastive language-image learning.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Reproducible scal- ing laws for contrastive language-image learning

Reference 10

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 17c3dece-19fe-4513-8153-3938700e4014 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 11

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Observation f04d813d-348a-4e3d-a3a5-5aca65e0c3c9 · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 12

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source=pdf_text observed=2026-08-11T04:24:19.909948Z digest=sha256:1392db6a3246f78260f28d61d23af3254f19e0286794286fc05246d466c43a3f

Observation ced849c3-214a-46e2-9065-4a347bc9c37d · outbound

This paper cites StyleShot: A Snapshot on Any Style.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation StyleShot: A Snapshot on Any Style

Reference 13

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Observation 920b1a21-df01-4b7d-8410-5c46461f86cb · outbound

This paper cites StyleBooth: Image Style Editing with Multimodal Instruction.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation StyleBooth: Image Style Editing with Multimodal Instruction

Reference 14

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source=pdf_text observed=2026-08-11T04:24:19.920811Z digest=sha256:aca766b2659edb27acd529615840c05ab54ce69b0365dc15cfbdc1e0d54ee268

Observation 99cb2273-6e0b-4bf1-88c2-19e018ee9a91 · outbound

This paper cites Style aligned image generation via shared atten- tion.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Style aligned image generation via shared atten- tion

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 29f7c5a1-20d1-4dd4-a081-6346ae5de169 · outbound

This paper cites Denoising diffu- sion probabilistic models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Denoising diffu- sion probabilistic models

Reference 16

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:19.936233Z digest=sha256:bac372cff4bdb2f6636a914abdc011c30119b9d716e00a8193af4d286204edc6

Observation 7d2809ee-23d7-4755-8fd9-20b05fe9ab26 · outbound

This paper cites Instruct-Imagen: Image gener- ation with multi-modal instruction.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Instruct-Imagen: Image gener- ation with multi-modal instruction

Reference 17

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation dd44ca47-6c46-4b8d-a488-8dcb7b3c14ac · outbound

This paper cites Composer: Creative and Controllable Image Synthesis with Composable Conditions.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 18

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Observation 65c43465-2e22-4a3f-ba9b-b95228dba471 · outbound

This paper cites Decoupled weight decay reg- ularization.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Decoupled weight decay reg- ularization

Reference 19

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Observation f921377a-6050-4b8b-b8f7-3df6b6e13560 · outbound

This paper cites Imagen 3, 2024.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Imagen 3, 2024

Reference 20

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Observation 01bc72e9-489b-459d-bf52-3a7f1be47c09 · outbound

This paper cites Segment any- thing.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Segment any- thing

Reference 21

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source=pdf_text observed=2026-08-11T04:24:19.975571Z digest=sha256:9f3c98e7931082fc76d8846cd6b53d2fe209661a14f6a407061a2132b3471b1d

Observation 947b97e3-396a-4ab2-922e-1950552fd50e · outbound

This paper cites The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation The open images dataset v4: Unified image classification, object detection, and visual relationship detection at scale

Reference 22

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:19.983074Z digest=sha256:82d11dc759a483f35e194330781297c0bbe18c0683f1ba5f762a8a1b936673ae

Observation a38dea94-a0a7-4213-89bb-d9e211d428e1 · outbound

This paper cites Flux: Inference repository.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Flux: Inference repository

Reference 23

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:19.989480Z digest=sha256:573c22ca4708dae12b48c55372ef26fd2112ee18addc82c64566aa6da0aa689f

Observation b011fbcb-9eed-4c8e-a1e9-ef6f3f4316a4 · outbound

This paper cites BLIP-Diffusion: Pre-trained subject representation for controllable text-to- image generation and editing.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation BLIP-Diffusion: Pre-trained subject representation for controllable text-to- image generation and editing

Reference 24

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 91ef172c-abf6-4648-bb3f-970799a39a9c · outbound

This paper cites BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 25

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.011768Z digest=sha256:5096563895380c5a2e7a46a1a8505d004eb76b28f63da1824880f7ea08cd61b1

Observation 2179efc7-0191-4aa0-bcfe-5456b4b956a8 · outbound

This paper cites ControlNet++: Improving conditional controls with efficient consistency feedback.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation ControlNet++: Improving conditional controls with efficient consistency feedback

Reference 26

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raw_fallback, observed 2026-08-11T04:24:21.317288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.018484Z digest=sha256:98075ef6a8124155afa6d7fa5e4f2363a0dc3760a291a6ef766a97d2ee7ca130

Observation 81ee6939-2b37-405b-8bbf-5c5fee7035c4 · outbound

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

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation GLIGEN: Open-set grounded text-to-image generation

Reference 27

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raw_fallback, observed 2026-08-11T04:24:21.300424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.027067Z digest=sha256:33bd4bccade40e33e326a030b8e300c1510735f8cdd15a842e983c97dac80cbb

Observation f5a4f1d5-8e79-4e79-bb7a-dcb878fd2cb5 · outbound

This paper cites Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Reference 28

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source=pdf_text observed=2026-08-11T04:24:20.032698Z digest=sha256:b0cc20698fa1560b16c5dc401e4549d5cba016a73c895825c34d7390181f9016

Observation 1a4f5851-5d71-4b49-9184-deeaefb6e187 · outbound

This paper cites Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 29

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source=pdf_text observed=2026-08-11T04:24:20.039877Z digest=sha256:3309e102304a227820f7a1171aa713d833c11ab3cc3275bbdab9114d7c12810e

Observation b5194670-58b6-47bd-a288-f708c8bc12fc · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 30

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source=pdf_text observed=2026-08-11T04:24:20.046895Z digest=sha256:e430b4e0a7330a8f601d4d00d059e13565dbe9566b697996a1ea643907888b12

Observation 1d09fb7b-19b8-4cb3-a1b3-12000ba86d15 · outbound

This paper cites Subject- Diffusion: Open domain personalized text-to-image genera- tion without test-time fine-tuning.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Subject- Diffusion: Open domain personalized text-to-image genera- tion without test-time fine-tuning

Reference 31

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raw_fallback, observed 2026-08-11T04:24:21.283332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.052815Z digest=sha256:cf6615863336e16bcadfa99e5a13be0a86a64ca2ff07f97495910d6a8a10318e

Observation 9c3b3786-fcb8-49ae-b1bb-328cf9e3bdd9 · outbound

This paper cites Null-text inversion for editing real images using guided diffusion models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Null-text inversion for editing real images using guided diffusion models

Reference 32

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source=pdf_text observed=2026-08-11T04:24:20.058667Z digest=sha256:325ffefcabd5a7c3cd08a75843ed5c8eccaf9ddbc6312930c157b51894a808c1

Observation 592cbda7-a1b5-4235-983a-a07dfa261d99 · outbound

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

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 33

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raw_fallback, observed 2026-08-11T04:24:21.254302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.067884Z digest=sha256:afa3565cdbaeb1daa23e610b8c571cc5c2737502372c16d969ad5f09975efcc9

Observation f839cc3d-e3cd-413b-a1e0-f511a2f4cf8b · outbound

This paper cites Kosmos-G: Generating Images in Context with Multimodal Large Language Models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Kosmos-G: Generating Images in Context with Multimodal Large Language Models

Reference 34

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Observation 22878471-a04e-458d-bd6a-7659e297bb15 · outbound

This paper cites Scalable diffusion models with transformers.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Scalable diffusion models with transformers

Reference 35

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Observation ea551eb7-16e6-4997-9894-e560611d5954 · outbound

This paper cites Scalable diffusion models with transformers.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Scalable diffusion models with transformers

Reference 36

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source=pdf_text observed=2026-08-11T04:24:20.085193Z digest=sha256:02ceca86558b37d9c43f70133e817b6f354b30509ae78c9ffa081918af3c79b6

Observation 4974b84f-d971-4e11-8fdd-fb1a36ca1d57 · outbound

This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 37

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source=pdf_text observed=2026-08-11T04:24:20.092193Z digest=sha256:3657b70f42c64230febfcfa5f042e489b3f58a163ccebf0604bf3e5a506b8c76

Observation 20ff3ed7-4924-4726-a4d6-2ca2ffd371c2 · outbound

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

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 38

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source=pdf_text observed=2026-08-11T04:24:20.098026Z digest=sha256:d3076ca21bb5a3347bae0ad9ad32b71cfcd1d6bd6b4139bf122526394e91564d

Observation 87ece028-6813-4603-842b-cff7b08dd7a3 · outbound

This paper cites UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild

Reference 39

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source=pdf_text observed=2026-08-11T04:24:20.103392Z digest=sha256:77fb398e7a4a16d2a117b34a6cbb40cb806b1bb5497ab2e22882afa16eeffc74

Observation 3c184dcb-b462-4e09-9fd8-0eec19007e1c · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Learn- ing transferable visual models from natural language super- vision

Reference 40

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.109646Z digest=sha256:a25dd4bef98dceb0cc64e1f61905e69dd0968aba1d9d74b375fca234556f2614

Observation 85ab7b1e-1e49-4b71-9d51-ed40f682f499 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 41

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.117027Z digest=sha256:84422605abe1c36f78097c9bd8e219764811dfaf0c80a2e417339a66ddd5d464

Observation 75eeefac-7320-4bf8-943a-1b5823b13038 · outbound

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

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation High-resolution image syn- thesis with latent diffusion models

Reference 42

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source=pdf_text observed=2026-08-11T04:24:20.122658Z digest=sha256:69944760da1eaded3e344fea4772997ffdcc54ebc87d5f01f38ced058f3dccfc

Observation 81c0a1d8-2854-4dea-b2f9-79590ba6a2b8 · outbound

This paper cites U- Net: Convolutional networks for biomedical image segmen- tation.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation U- Net: Convolutional networks for biomedical image segmen- tation

Reference 43

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.127717Z digest=sha256:04df4b504de15723dac9287b71a8e8acdaeacac6ee954fcbe1fe66124dacfad6

Observation 11405e35-cf4f-4cf1-b972-96df1a4a1492 · outbound

This paper cites IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts

Reference 44

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source=pdf_text observed=2026-08-11T04:24:20.133647Z digest=sha256:e64deece35dd00c7c6dfe63e85e88723813dbf149c9e084911facd53e04e1e0f

Observation bd976c3b-ba5b-4b00-b871-11b3f3a8a728 · outbound

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

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 45

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.142440Z digest=sha256:59c4f9162216fa3c668a92a0e58384797a970f525d0c63c4eb8d419a003f52bf

Observation 8aa3ae83-9fc0-465f-a7e1-e8c718c21c69 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Photorealistic text-to-image diffusion models with deep language understanding

Reference 46

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.149139Z digest=sha256:80eeb1e0fc0fd77cf0b954e9da7be985cf39b72037597d4acb46514d87add9ea

Observation 1c0b1737-2295-4ffd-a386-8b2716e2b0dd · outbound

This paper cites Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature

Reference 47

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source=pdf_text observed=2026-08-11T04:24:20.155453Z digest=sha256:aa6878ec90d87ac0b3b8f0502703f20628394c3ae414aa631ac8d9d63e581ecb

Observation 35e93857-7345-451e-8fca-e1551904eefe · outbound

This paper cites LAION-5B: An open large-scale dataset for train- ing next generation image-text models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation LAION-5B: An open large-scale dataset for train- ing next generation image-text models

Reference 48

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.161936Z digest=sha256:93e17116f253208a5a9453f0baf0b6f02c7a1f82430fcf666723ab225fb95671

Observation 542e4133-af88-4d06-87c9-52a65acee1ea · outbound

This paper cites MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation

Reference 49

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source=pdf_text observed=2026-08-11T04:24:20.172757Z digest=sha256:bdeaf7f57a5e45fed486a06f113176af82478721b4c9ce8620ec10cf2a8d7525

Observation 8df8d14a-b7b4-4647-8bd6-f1563a897425 · outbound

This paper cites RoFormer: Enhanced transformer with rotary position embedding.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation RoFormer: Enhanced transformer with rotary position embedding

Reference 50

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source=pdf_text observed=2026-08-11T04:24:20.181902Z digest=sha256:6d241df44990650b709a8bdae08710e73b28c03ba94a07021171a713033368c9

Observation e8454e97-3c35-4845-82cd-7ffbc2775dee · outbound

This paper cites Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis

Reference 51

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source=pdf_text observed=2026-08-11T04:24:20.188534Z digest=sha256:05921ab2f0564b7c9f2abcead947e11c4d488ae238ffdca9172f8bd5bc91e5bc

Observation bf728b6b-f2e6-4e91-933b-442caee99bc9 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation LLaMA: Open and Efficient Foundation Language Models

Reference 52

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source=pdf_text observed=2026-08-11T04:24:20.194818Z digest=sha256:f7670ce1081873c7937a854f0df9d5987fc551a8b9602b893d1ec52a3b322540

Observation c6ddde55-51a5-4af2-858e-2b57f38060da · outbound

This paper cites Attention is all you need.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Attention is all you need

Reference 53

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.200434Z digest=sha256:05523dec50c992049320c65e88f7ac304bd3980a6dd2f6dfb5c506749c635575

Observation f2dbda8c-d74a-4fd6-8230-c3c7db1c1348 · outbound

This paper cites InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation

Reference 54

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source=pdf_text observed=2026-08-11T04:24:20.206437Z digest=sha256:79f99e074bc108a561f0fc5d6d38ed82292d3abea145a625ffcc65e5bfc5f28b

Observation fd38cfa4-4e22-44ad-a6bd-b58e2db90142 · outbound

This paper cites InstantID: Zero-shot Identity-Preserving Generation in Seconds.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation InstantID: Zero-shot Identity-Preserving Generation in Seconds

Reference 55

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source=pdf_text observed=2026-08-11T04:24:20.211686Z digest=sha256:eb32094968469d8c1edff1645df323fbc94ee1c382bf93399b8c6034f23fd28e

Observation 9c72c3d1-1274-4250-817f-e914161b1b8c · outbound

This paper cites MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance

Reference 56

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source=pdf_text observed=2026-08-11T04:24:20.217599Z digest=sha256:6ed35cae111f931335b6ae38008710e749063463d724e40dbca00298a39d2862

Observation b139652a-001b-4ec4-850f-e8412abb7c06 · outbound

This paper cites OmniGen: Unified Image Generation.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation OmniGen: Unified Image Generation

Reference 57

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source=pdf_text observed=2026-08-11T04:24:20.225269Z digest=sha256:76fa0e715404a7781c11bd1155cc1d61fc0eca32240421a624d66e80d2a5fed0

Observation 3b7efa67-3a6c-4d44-8c7b-877d970ba612 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 58

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source=pdf_text observed=2026-08-11T04:24:20.233219Z digest=sha256:7d9283bb327fc22f2501bcd5acfba5ac6afbe0ec4b550089abf6b98e13dc5638

Observation a8ce1117-e75d-4b8f-8b45-056782a7ec70 · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 59

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source=pdf_text observed=2026-08-11T04:24:20.239368Z digest=sha256:04b602d9b4dd96f238c02b974b2daeb25ff7eb08b823032b1da74e96f936f4f6

Observation c7a6c2c2-8cac-44f2-bb98-0e8da35cd61c · outbound

This paper cites Openstory++: A Large-scale Dataset and Benchmark for Instance-aware Open-domain Visual Storytelling.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Openstory++: A Large-scale Dataset and Benchmark for Instance-aware Open-domain Visual Storytelling

Reference 60

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source=pdf_text observed=2026-08-11T04:24:20.244927Z digest=sha256:96449a3be0db6c033c53ac4333b504aa76d1a085e7b32ef1a5499380bc76766d

Observation 466a1fb9-19da-4813-8651-a9d9a2fd8929 · outbound

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

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Adding conditional control to text-to-image diffusion models

Reference 61

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.254476Z digest=sha256:ef0c4103d59f194a15a4fcf93e58d3601ebd75fcee3ab84b2164650b2483ff92

Observation dd19131d-6535-47cd-9823-d0e8f8dbec9d · outbound

This paper cites Uni- ControlNet: All-in-one control to text-to-image diffusion models.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Uni- ControlNet: All-in-one control to text-to-image diffusion models

Reference 62

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.261052Z digest=sha256:589c62cac6200f9eb3daa70a55f640999e292da89b8b020b5c18ff4815b7cf36

Observation 87460034-a6e4-40da-8a50-f66f264fc307 · outbound

This paper cites Layoutdiffusion: Controllable diffu- sion model for layout-to-image generation.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Layoutdiffusion: Controllable diffu- sion model for layout-to-image generation

Reference 63

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.268670Z digest=sha256:a45f7cca8713a3c3e519f27536328fdfe0d596e7b3490df1b9a056fefd91fda1

Observation bf499715-6635-4ffb-a377-7054d7957249 · outbound

This paper cites Scene parsing through ade20k dataset.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Scene parsing through ade20k dataset

Reference 64

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.277577Z digest=sha256:3a0d34ef9454d7b294e2bdde5c0d49e829838589535c2d9ff1bd0d6f63a6e0e6

Observation cdb58578-4a9a-4fdd-842d-f5ceae6faf31 · outbound

This paper cites an unresolved cited work.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Unresolved cited work

Reference 65

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.284941Z digest=sha256:760779369f59bb859efb02f69da7c64adf3553257b69ca7080c0caedc7ba2963

Observation 24d6c235-a1dc-4bb7-8afb-5acbea5ce603 · outbound

This paper cites an unresolved cited work.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation Unresolved cited work

Reference 66

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.291228Z digest=sha256:4683ad1423800fd0ffa14e67bd789576051e6fa88212db565e5969cbc6697c8d

Observation 9eb2b9a5-16c0-46ec-bf6f-58a9f9d23e89 · outbound

This paper cites As a result, our UNIC-Adapter is limited in generating images with higher resolution, 1024 × 1024.

UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation As a result, our UNIC-Adapter is limited in generating images with higher resolution, 1024 × 1024

Reference 67

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T04:24:20.297311Z digest=sha256:e19f332da7e47533ede1fbe757666a95d4f32d516418a82b195a6245854801e6

Pith citing papers

Observation 7fe6a16d-92cd-4ffc-9b8b-da1dec86b298 · inbound

VACE: All-in-One Video Creation and Editing cites this paper.

VACE: All-in-One Video Creation and Editing UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation

Reference 15

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arxiv_id, observed 2026-05-16T00:53:54.038437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-16T00:53:53.855965Z digest=sha256:dcad9b0b9145dda5a3a358b270a4ec8071437ebeff3743dad3a8a6dd4f5de2e7