Paper Citation Record · LEDGER

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion

As of 21 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 2 inbound Pith citation observations for arXiv:2505.20053.

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

pith.paper-citation-record.v1
2505.20053 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:06:54.293800Z

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One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T09:52:01.773382Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:16:44.587845Z

Reference resolution

69 of 69 outbound references displayed

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External citation measurements

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Outbound references

Observation c06619fa-9623-4a5f-ae7b-52d9b53670fb · outbound

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

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion High- resolution image synthesis with latent diffusion models

Reference 1

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Observation ea5670b8-5329-4dd2-873e-efea9da8a204 · outbound

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

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 2

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Observation a4c39549-f37a-4bdc-b515-ceb6be0a7050 · outbound

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

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

Reference 3

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Observation 82fbe835-84d6-42cd-b205-46448a2e69de · outbound

This paper cites Denoising diffusion probabilistic models.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Denoising diffusion probabilistic models

Reference 4

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Observation ca4bca66-6924-4fec-9c8a-c7ab9994c99a · outbound

This paper cites Glide: Towards pho- torealistic image generation and editing with text-guided diffusion models.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Glide: Towards pho- torealistic image generation and editing with text-guided diffusion models

Reference 5

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Observation 516980c7-ff1f-4bc7-bdeb-0e440de27559 · outbound

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

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Photorealistic text-to-image diffusion models with deep language understanding

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:06:59.928402Z

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Observation fae598c4-1250-4417-9dca-ad311a928cd5 · outbound

This paper cites Diffusion Model Alignment Using Direct Preference Optimization.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Diffusion Model Alignment Using Direct Preference Optimization

Reference 7

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Observation 7d8ce54f-ea13-4e07-b26e-8cb25d398790 · outbound

This paper cites Reflected diffusion models for text-to-image generation.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Reflected diffusion models for text-to-image generation

Reference 8

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Observation 10ad2305-3411-41e1-992c-3b249212fc2f · outbound

This paper cites Zigzag diffusion sampling: Diffusion models can self-improve via self-reflection.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Zigzag diffusion sampling: Diffusion models can self-improve via self-reflection

Reference 9

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Observation a4b9019f-129b-4818-8f7d-a5c4ea30eb39 · outbound

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

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 10

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Observation f69bfa58-c945-4c6f-98e1-15914aa25905 · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 11

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Observation fd0a1b04-1430-4840-a719-c88703dc6216 · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Improved Baselines with Visual Instruction Tuning

Reference 13

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Observation ea24c6c6-0162-4ff9-96f8-00de82811965 · outbound

This paper cites Llava-next: Improved reasoning, ocr, and world knowledge, January 2024.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Llava-next: Improved reasoning, ocr, and world knowledge, January 2024

Reference 14

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Observation c08b10a6-45de-4872-9748-4f015951ff6b · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Flamingo: a visual language model for few-shot learning

Reference 15

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Observation 8e219843-5cf5-4465-a564-1712dca7ca49 · outbound

This paper cites InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition

Reference 16

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Observation e50bf329-a9fe-459d-a036-13a62c91e7f9 · outbound

This paper cites Gpt-4v(ision) system card, 2023.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Gpt-4v(ision) system card, 2023

Reference 17

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Observation ea40dd3e-078d-4a32-806f-ee9f5d2867fe · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 18

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Observation ab32b750-5c39-4104-bad3-bc2629e92b08 · outbound

This paper cites The claude 3 model family: Opus, sonnet, haiku., 2024.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion The claude 3 model family: Opus, sonnet, haiku., 2024

Reference 19

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Observation 301aff66-ce55-45c8-91de-c03f5c645ec0 · outbound

This paper cites MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training

Reference 20

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Observation 473e7b59-2b52-4a8b-a714-8d517271f1a8 · outbound

This paper cites Visionllm: Large language model is also an open-ended decoder for vision-centric tasks.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Visionllm: Large language model is also an open-ended decoder for vision-centric tasks

Reference 21

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Observation ca8069a4-8084-40fd-b260-cd8a3a3f04f4 · outbound

This paper cites CogVLM: Visual Expert for Pretrained Language Models.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion CogVLM: Visual Expert for Pretrained Language Models

Reference 22

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Observation fc00e381-7b25-419d-911a-94e666446bf5 · outbound

This paper cites LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model

Reference 23

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Observation c37bb812-1d23-4f05-a0ba-81645fefeb15 · outbound

This paper cites ShareGPT4V: Improving Large Multi-Modal Models with Better Captions.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Reference 24

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This paper cites Visual instruction tuning.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Visual instruction tuning

Reference 25

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This paper cites Llava-next: Improved reasoning, ocr, and world knowledge, 2024.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Llava-next: Improved reasoning, ocr, and world knowledge, 2024

Reference 26

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Observation abae598a-bd1a-4bf1-b652-9477b1db0b36 · outbound

This paper cites video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models

Reference 27

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Observation 5f486cbc-df12-485f-8dc2-8c4e544ab8ae · outbound

This paper cites Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration

Reference 28

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Observation f9832be2-b9f5-4fdd-aeac-e089fbae9e01 · outbound

This paper cites NExT-GPT: Any-to-Any Multimodal LLM.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion NExT-GPT: Any-to-Any Multimodal LLM

Reference 29

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This paper cites LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Reference 30

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Observation 609b4299-45d5-421d-9257-8c03625df872 · outbound

This paper cites Gem: Empowering mllm for grounded ecg understanding with time series and images.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Gem: Empowering mllm for grounded ecg understanding with time series and images

Reference 31

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This paper cites mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

Reference 32

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This paper cites Instructblip: Towards general-purpose vision-language models with instruction tuning.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Instructblip: Towards general-purpose vision-language models with instruction tuning

Reference 33

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This paper cites Deep unsuper- vised learning using nonequilibrium thermodynamics.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Deep unsuper- vised learning using nonequilibrium thermodynamics

Reference 34

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Generative modeling by estimating gradients of the data distribution

Reference 35

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Score-Based Generative Modeling through Stochastic Differential Equations

Reference 36

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Improved denoising diffusion probabilistic models

Reference 37

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Variational Diffusion Models

Reference 38

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Diffusion models beat gans on image synthesis

Reference 39

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Observation d43efcaa-0729-4ffe-a8fb-5c40c94dee3a · outbound

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Denoising Diffusion Implicit Models

Reference 40

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This paper cites On fast sampling of diffusion probabilistic models, 2021.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion On fast sampling of diffusion probabilistic models, 2021

Reference 41

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Progressive distillation for fast sampling of diffusion models, 2022

Reference 42

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

Reference 43

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Observation e2a5553f-4d25-4df0-91bb-6ba334d54caa · outbound

This paper cites A morphology focused diffusion probabilistic model for synthesis of histopathology images.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion A morphology focused diffusion probabilistic model for synthesis of histopathology images

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:06:58.099911Z

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This paper cites ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis

Reference 45

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This paper cites A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:06:58.052520Z

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Observation 7bc475f4-c260-4ee1-8ef0-fb19c053fbaf · outbound

This paper cites PathLDM: Text conditioned Latent Diffusion Model for Histopathology.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion PathLDM: Text conditioned Latent Diffusion Model for Histopathology

Reference 47

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Observation a9ffe029-eaad-4e40-ae29-8cc014e4afa2 · outbound

This paper cites Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps

Reference 48

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Observation 835f4c14-42e8-4a81-b790-b0dfe214c2cf · outbound

This paper cites RSDiff: Remote Sensing Image Generation from Text Using Diffusion Model.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion RSDiff: Remote Sensing Image Generation from Text Using Diffusion Model

Reference 49

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Observation 38a8099b-876f-4083-9b15-fd5f310778fb · outbound

This paper cites Diffinfinite: Large mask-image synthesis via parallel random patch diffusion in histopathology.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Diffinfinite: Large mask-image synthesis via parallel random patch diffusion in histopathology

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:06:57.990956Z

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Observation a6588839-6739-4c54-a6b4-2b9d52746045 · outbound

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

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Adding conditional control to text-to-image diffusion models

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:06:57.849838Z

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Observation 8b5878c5-cde4-430d-8d15-44266ed48e53 · outbound

This paper cites Zero-Shot Text-to-Image Generation.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Zero-Shot Text-to-Image Generation

Reference 52

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Observation ea94fad3-b85e-411e-9b82-40c19f678f2c · outbound

This paper cites Classifier-Free Diffusion Guidance.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Classifier-Free Diffusion Guidance

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T14:06:52.660020Z

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Observation e6c5ff1e-165e-4788-a6c9-b6fe757af986 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 54

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This paper cites ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T14:06:52.820142Z

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This paper cites Proceedings Combined 30th International Workshop on Expressiveness in Concurrency and 20th Workshop on Structural Operational Semantics.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Proceedings Combined 30th International Workshop on Expressiveness in Concurrency and 20th Workshop on Structural Operational Semantics

Reference 56

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This paper cites Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T14:06:52.960237Z

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This paper cites Pixart- σ: Weak-to-strong training of diffusion transformer for 4k text-to-image generation.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Pixart- σ: Weak-to-strong training of diffusion transformer for 4k text-to-image generation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T14:06:53.066333Z

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This paper cites High-resolution image synthesis with latent diffusion models, 2021.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion High-resolution image synthesis with latent diffusion models, 2021

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T14:06:53.135444Z

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This paper cites Qwen2.5-VL Technical Report.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Qwen2.5-VL Technical Report

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T14:06:53.216987Z

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Unresolved cited work

Reference 61

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:06:57.630453Z

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This paper cites "" Generate an refined prompt to better match the original intent.

Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion "" Generate an refined prompt to better match the original intent

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:06:57.499882Z

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Unresolved cited work

Reference 64

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:06:56.973480Z

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:06:56.682655Z

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Unresolved cited work

Reference 67

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:06:56.342548Z

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion "" Generate a omission h ig hl igh t to e li mi na te unwanted elements

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:06:56.077454Z

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Observation 332eaefd-0085-4fa2-86c3-ec6e302ecb70 · outbound

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion Unresolved cited work

Reference 69

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Observation b50e467b-8dcf-4084-85a6-d29d84eb4f9c · outbound

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Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion OLLL”, “ZALL

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:06:55.537446Z

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Pith citing papers

Observation 9baf39b9-98f5-4453-b4fe-7d4d6105034a · inbound

Evaluating Reasoning Fidelity in Visual Text Generation cites this paper.

Evaluating Reasoning Fidelity in Visual Text Generation Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion

Reference 29

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Observation 1fb06972-df6a-42e2-ba65-76813b6d0c0a · inbound

EventOD: Event-Aware OD Flow Generation via LLM-Guided Semantic Modulation cites this paper.

EventOD: Event-Aware OD Flow Generation via LLM-Guided Semantic Modulation Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T09:52:01.773382Z

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