Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling | Paper Citation Record

Observation 82e22da6-7af7-4216-b8cb-68f35c4886d9 · outbound

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

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:23.901137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d1a0870-e191-4c3b-8b64-e96107903fa2 · outbound

This paper cites an unresolved cited work.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:19:25.741836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fe6fee38-1fc1-4cc1-b5e5-f64c74966f7d · outbound

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

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Masactrl: Tuning-free mu- tual self-attention control for consistent image synthesis and editing

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:23.913095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b863ed6-9f6e-4267-9dee-a1bea7b3ac69 · outbound

This paper cites an unresolved cited work.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:19:25.697120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 97b3ee4c-60db-4403-850d-3c4d59aa7f3b · outbound

This paper cites Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.659950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 58746ee0-3aa5-44d6-aba6-22f43eac1092 · outbound

This paper cites How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:23.936196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a8ed07-f74d-44b4-b552-fc49584b0716 · outbound

This paper cites Intern vl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Intern vl: Scaling up vision foundation models and aligning for generic visual-linguistic tasks

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.618397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bd4a5c15-87db-4a8c-aef9-6860fbff8ea5 · outbound

This paper cites Tam- ing Transformers for High-Resolution Image Synthesis.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Tam- ing Transformers for High-Resolution Image Synthesis

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.592095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f16ef858-c072-4bf0-a1f3-15e9f967ddb5 · outbound

This paper cites Scaling rec- tified flow transformers for high-resolution image synthesis.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Scaling rec- tified flow transformers for high-resolution image synthesis

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.562607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d79e8615-81de-4136-a2e1-453e8157184d · outbound

This paper cites Focus on your instruction: Fine-grained and multi-instruction image editing by atten- tion modulation.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Focus on your instruction: Fine-grained and multi-instruction image editing by atten- tion modulation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.537902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5f1fdf2c-5dc9-49a2-81ea-6a41ba5f6d95 · outbound

This paper cites Prompt-to-prompt image editing with cross-attention control.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Prompt-to-prompt image editing with cross-attention control

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.505743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4066999a-c684-4a0f-b306-d7449d211313 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Classifier-Free Diffusion Guidance

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:23.975314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ada86dd1-736d-4b06-95f1-1fcb31f4c771 · outbound

This paper cites An edit friendly ddpm noise space: Inversion and manipulations.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling An edit friendly ddpm noise space: Inversion and manipulations

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.477070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d86c799f-3a2d-49f0-ad32-2eae8ef5e2d4 · outbound

This paper cites Pnp inversion: Boosting diffusion-based editing with 3 lines of code.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Pnp inversion: Boosting diffusion-based editing with 3 lines of code

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.449443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 42272f09-424f-4567-976e-8fde399d364d · outbound

This paper cites What's in the Image? A Deep-Dive into the Vision of Vision Language Models.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling What's in the Image? A Deep-Dive into the Vision of Vision Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:23.993702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 097f2fe7-c164-4d62-83b6-09d13aae35f2 · outbound

This paper cites Diffusion models for open-vocabulary segmenta- tion.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Diffusion models for open-vocabulary segmenta- tion

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.419848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f6d84c08-5432-4388-b903-c5698cb01ac4 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Pick-a-pic: An open dataset of user preferences for text-to-image generation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.392231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a5524cf3-931c-4922-804a-d7a65949e9e3 · outbound

This paper cites Open-vocabulary object segmenta- tion with diffusion models.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Open-vocabulary object segmenta- tion with diffusion models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.370876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1d1f865b-3ce7-4e67-b5b3-9c9fa565ce0e · outbound

This paper cites an unresolved cited work.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:19:25.341640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3701e39a-af9f-43a6-9586-38f2c5d8f78c · outbound

This paper cites ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.022111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0aa095-1217-4e07-8acc-546c199af7f4 · outbound

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

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Null-text inversion for editing real images using guided diffusion models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.029689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f040496e-dbc1-4d1a-a091-e996500aee35 · outbound

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

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling T2i-adapter: learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.297465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8500d275-4dda-4a51-a83b-76ac18f3892f · outbound

This paper cites an unresolved cited work.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:19:25.273496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0970514e-b682-4cfc-b6dc-5f74142b3d3f · outbound

This paper cites DiffuseV AE: Efficient, controllable and high- fidelity generation from low-dimensional latents.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling DiffuseV AE: Efficient, controllable and high- fidelity generation from low-dimensional latents

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.249347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 21907f3e-f9aa-4ba9-a4bc-8be1e5df7a37 · outbound

This paper cites Peebles and Saining Xie.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Peebles and Saining Xie

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.219844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b1bfc2cc-a40a-4866-bd03-75deb27861a3 · outbound

This paper cites SDXL: Improving latent diffusion models for high-resolution image synthesis.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling SDXL: Improving latent diffusion models for high-resolution image synthesis

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.186321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 27ae3419-6c5a-42ff-b383-2305643ffa07 · outbound

This paper cites Unicontrol: A unified diffusion model for controllable visual generation in the wild.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Unicontrol: A unified diffusion model for controllable visual generation in the wild

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.137318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 469fd176-17d5-4835-9962-6f84226b7639 · outbound

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

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Learning transferable visual models from natural language supervision

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:25.098284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6886e00c-110a-4705-b517-6afb3e335e1c · outbound

This paper cites an unresolved cited work.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:19:25.042318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 421ebc2c-84f8-4970-9ca1-4e4c396c1f21 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling High-Resolution Image Synthesis with Latent Diffusion Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.090828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73eb8019-e0dc-4a69-a8c6-898afb802334 · outbound

This paper cites Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.106867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f50047-6e17-4832-97e4-c01b7d63384b · outbound

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

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.973539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 63c812f5-c7a9-4169-ad91-63d03f382504 · outbound

This paper cites Emu edit: Precise image editing via recognition and gener- ation tasks.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Emu edit: Precise image editing via recognition and gener- ation tasks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.943142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0dc44844-861b-479d-9e21-61efb79c9bb3 · outbound

This paper cites Generative Multimodal Mod- els are In-Context Learners.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Generative Multimodal Mod- els are In-Context Learners

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.916902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7830b0de-7e90-4287-a571-4de59968d0a3 · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.133948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation defb99e8-7f5c-4709-9320-4922ace41136 · outbound

This paper cites Qwen2.5-vl, 2025.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Qwen2.5-vl, 2025

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.889930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 66d5f01d-cf16-449a-84dc-015b32c9b60c · outbound

This paper cites MIGE: Mutually Enhanced Multimodal Instruction-Based Image Generation and Editing.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling MIGE: Mutually Enhanced Multimodal Instruction-Based Image Generation and Editing

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.148030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7effc298-eb7c-4254-9f1e-e2bfdf993674 · outbound

This paper cites Plug-and-play diffusion features for text-driven image-to-image translation.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Plug-and-play diffusion features for text-driven image-to-image translation

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.862758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0b2db0eb-c4f8-4d16-9084-39298d544190 · outbound

This paper cites Neural discrete representation learning.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Neural discrete representation learning

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.840158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 78592b5c-cc42-430e-b650-b8b4c82c822f · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.166327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af51db51-5bb3-4eaa-9322-4323b5386b56 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Emu3: Next-Token Prediction is All You Need

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.172573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db83409d-11ae-4438-ad2f-ce4e2896f416 · outbound

This paper cites Hairclipv2: Unifying hair editing via proxy feature blending.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Hairclipv2: Unifying hair editing via proxy feature blending

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.814086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4de35d14-f731-4746-ba70-481e00658dbf · outbound

This paper cites Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.182520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6d14d49-943c-4a8f-9043-a4b9bb487e02 · outbound

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

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.190577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d084f3-01eb-4f6e-acee-5fd3e93b8c5f · outbound

This paper cites Diffumask: Synthesizing images with pixel-level annotations for semantic segmentation using dif- fusion models.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Diffumask: Synthesizing images with pixel-level annotations for semantic segmentation using dif- fusion models

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.790384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6ea76899-4891-4a1f-b045-4b18f4c644e7 · outbound

This paper cites OmniGen: Unified Image Generation.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling OmniGen: Unified Image Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.201599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06795431-7097-48ee-9292-6642fcfa5a40 · outbound

This paper cites Show-o: One single transformer to unify multimodal understanding and generation.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Show-o: One single transformer to unify multimodal understanding and generation

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.772357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 41f2d3de-e58c-4b5b-93c1-a8b8110a45f7 · outbound

This paper cites Characteristic analysis of otsu threshold and its ap- plications.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Characteristic analysis of otsu threshold and its ap- plications

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.753503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ba3da3bd-99a7-4c67-87fa-f21e8ebb26f3 · outbound

This paper cites Enhancing Instruction-Following Capability of Visual-Language Models by Reducing Image Redundancy.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Enhancing Instruction-Following Capability of Visual-Language Models by Reducing Image Redundancy

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.219539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdf60ab8-15ef-4015-98c2-5c0f297e0f2b · outbound

This paper cites RoCC: Robust Covert Communication Based on Cross-Modal Information Retrieval.Journal of Im- age and Graphics, 29(2):369–381, 2024.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling RoCC: Robust Covert Communication Based on Cross-Modal Information Retrieval.Journal of Im- age and Graphics, 29(2):369–381, 2024

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.727379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3a5bce58-4e60-4502-9821-184934fb97cc · outbound

This paper cites Peeling back the layers: Interpreting the story- telling of vit.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Peeling back the layers: Interpreting the story- telling of vit

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.703322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 10092bef-6215-4931-971b-fe381d049155 · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction- guided image editing.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Magicbrush: A manually annotated dataset for instruction- guided image editing

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.682925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 59d5aea2-faed-47da-b4b3-0cef14a2af6a · outbound

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

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Adding conditional control to text-to-image diffusion models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:19:24.241243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849468f0-4926-4eb2-868a-6bee860082a8 · outbound

This paper cites Ultraedit: Instruction-based fine-grained image editing at scale.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Ultraedit: Instruction-based fine-grained image editing at scale

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.641989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1a218d12-f8db-4506-8b20-9a1ce3bc723f · outbound

This paper cites Semantic under- standing of scenes through the ade20k dataset.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Semantic under- standing of scenes through the ade20k dataset

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.624514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c0c91d74-648f-497e-9ead-10c5fe6c2257 · outbound

This paper cites graffiti.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling graffiti

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:19:24.607230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 828e88a1-7c49-43a7-a490-377b6eabdc43 · outbound

This paper cites an unresolved cited work.

Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling Unresolved cited work

Reference 2022

Resolution: parse uncertain; raw_fallback, observed 2026-08-06T15:19:24.997503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers