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Paper Citation Record · LEDGER

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

As of 23 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 2026-08-22T06:32:14.747728+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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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source=pdf_text observed=2026-08-11T04:24:19.871059Z digest=sha256:cd4980181aba841b1c49f5ea4829ebc0d6f64e0887bce0aebd8fb3c3e051967e

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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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:19.893491Z digest=sha256:cc954aeedf99d4bd61429b73377fadf91b18d679efda6c0e9661b08481ed414c

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:19.899394Z digest=sha256:d03362d93f2cc31aa336f1c81338d749800b987d594edf62c39827fd20048241

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-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:19.909948Z digest=sha256:70467ff88700999e2f1cf36dfe1a42d8cb6d04c6a245280116a57a9346b657dc

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=sha256:2b073227be0b33de23cc2a9e7c6a2ad038c75cb2d68af759d208295cf39e0ed4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:19.926406Z digest=sha256:de55462ec6235f720abbaf8f265349b65cadc63177f3e556acc3f9e5e29a313e

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:19.936233Z digest=sha256:9ba5ff712f0bd23c7beeae4f2eab9e150bcec3ec7933de9997c82ffba3c70d39

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:19.946899Z digest=sha256:b65163b8dc88bef5bd2353468cbb1ff69b6a4e0523c5a393659a009879fa8f7f

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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source=pdf_text observed=2026-08-11T04:24:19.953606Z digest=sha256:4513e8337b5a89e4109f34cdfa4047f3f39ed14af51e5d23e953df0db1b8e031

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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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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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=sha256:90a58b62a78df276566c77ae162f1806a343f21baae45f37b4d08c611232b5cf

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:19.983074Z digest=sha256:598a300a83d25976688516418f0234642715c8e1027328baafca0ebc843c095f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:19.989480Z digest=sha256:88aafbdb0cb826c2ae9d37a46cde89d6f6b603da3c2b83397a120e3b930cea40

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 2026-08-22T06:32:14.747728+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.011768Z digest=sha256:6178cddca1c3b7c55ca411680d280f8b6b8a5edf2db4eafc0bdc1e19336a12c3

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.018484Z digest=sha256:9235257bcb48cad8b604f9c0db957fdb49cad51e437338b40695cd7a425e6fb2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.027067Z digest=sha256:5f8c3c572a2b3e4ce955318a3eadfe6e889d67fe7d65e621d45cec095d2975c9

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-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:24:20.032698Z digest=sha256:cfde020315590ef7c5acbfeba6ba0d7189f9987fd0f865f51b90b09067541f67

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=sha256:45a43772c98bf0e813035b75723fb8bd790dcee8fae342a650d0f734c6d8d2fe

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:bf213fea5382fc232eb0417c524f67a61e8dc6526cff3fc2aa7614cb48e178ec

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.052815Z digest=sha256:455a9eb37073b959d22c1c2b4b48bdcc7c802187e09647c5810b1ff4d341079a

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=sha256:4231bb5ec051ab85102ccf895f4c96dceff16d87d15eddbdb47a467520f37cd8

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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verified fuzzy
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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.067884Z digest=sha256:d77a6df691c33583d8129930d2ec7bbfce4a2965d90588266ba276a9bc454dd7

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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source=pdf_text observed=2026-08-11T04:24:20.079797Z digest=sha256:8958630134e95965fc7060c212ca833980c45a6f4df4efca9337735f8392d484

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=sha256:1f47539adf4201a6d8d583bd7d48ba888ac4807013c3335979c7b2cf156cbca8

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=sha256:060e2e29260b7bfbe20670cda958c34a38ff08592e71fd1e7efd2eeb27c81f49

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:c4f54effacd5aa40bb0bb9365d32c22b5fc6eee28153e34213a8b5a58fedec70

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:c72e9585e0bc5d821aa75e7a3d86dc5dd77abb34552187c161f9ee764f78afa4

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.109646Z digest=sha256:273dc68bcc50f3a8cb01fb014c7692ef09d012561507b55d2a95dcc3a2a1cfea

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.117027Z digest=sha256:0432ece1bd88c815ebb2d70907e4ea96d13ed99c7c3fb8c61c6802ab1d5c65d7

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=sha256:1b2076fcf1f62184e3244100d9f5b564c830f0866ff67f9457063ff8037ba9c7

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.127717Z digest=sha256:aba0f0f1ada191edb829a671455c1d0e73f1b5f15238a1fcb6da7ac01afdfa8f

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=sha256:514dfc0f0406149dcd06c1bd97cb43313265349d23a9c920cb0abfb282ae6c13

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.142440Z digest=sha256:4e5d8f2d922385136bcb43f232d7ba51e14cbebe3e38daaac1fb9992ca50daed

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.149139Z digest=sha256:3461adc5668cb477f161014595c4ae8754b94cf9461d71f17d54bc51250544da

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=sha256:9016167f0b1057e34010bef230d3dbdf296b56ee5911465ebb71f3d7746fda53

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.161936Z digest=sha256:0fdc6d242fdc2c0c476c287144144a8c74df9002f655d66f7f2b9f0962b2bed6

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=sha256:44677de2bb1651b1f6d8619b80b92b60da9314d16911f92a12e5ba13f65e1532

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=sha256:33a644320df1229b8c9ef1b711ccbea6651a0acc181fb5e554ee2c955ba1009d

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=sha256:7db1e927d46b92378f1ec9f6cd9f2c5ce990f92da88e23859d1bc35852470d9d

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=sha256:23d4cd08d532261c26db5f0ebd60a84c7f2993a58ef2fd4fcb67455d21213585

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.200434Z digest=sha256:edf5c1039921a484823439ef73ead06a172b60037903f506fe77a168e8f23929

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=sha256:9d012762e376a78521a9089f66b4cc82d6f91c4dd8fc698cf2d45d85d3b2fd8b

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:d3b6ac37877e4837c239d6dd700ede877bb91f79760cb716b884604ac615036c

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:ab25d67f6272f435bcbd14d6df6e1aa857b9c341844e105a86d146221e383fba

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=sha256:4b78c13c0598212538dee0c4dddc8a7e525b6309a8e722d1fc37e8b6fb534359

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:dcf0a1ad85a719c583cbf7964a214e9f789b6c956facc5bd0fae124e56cd33bc

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=sha256:3412c274df85d34ea4c670cdc122689aedfcccb243f4f82a27278069855fb18a

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:eb1c0df933d0a84deaf636c08eab75820f99bf761c7fd4d5c9a1378cf00e636c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.254476Z digest=sha256:02b7565ca6e67838252e9446f35331f22c02a9628dcd124cefe6963323967c37

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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raw_fallback, observed 2026-08-11T04:24:21.037247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.261052Z digest=sha256:079a9cef3cf47867fdaade8bfbf70a42cd3aea01f5b471b7ad28d8099cf1edc0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.268670Z digest=sha256:3f783132f0673c39a2f044d4baa891813912852c420a977eded82d21da5f5a06

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.277577Z digest=sha256:fbaf9549f6ebcfd4fe2d4a9cd1de792e10c4d9dea9f5036d9e31dafa65a3ca2f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.284941Z digest=sha256:77038fdad7cf2ebcd1960dd227097d706eeb723d2fefc3abd93f9c551dd95264

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.291228Z digest=sha256:adf8cafd42510eecc87202ff1c43edb7ccc7c2b851526a217ab921823382664f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-11T04:24:20.297311Z digest=sha256:c8ed525079e9b694084e8b17cedaf6ac30d9142862518af488e7365192499a6e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-16T00:53:53.855965Z digest=sha256:cf6b155aba5221634f07d9501527c1e7b12344f6116bcb8490d0bf1fae47cfd0