Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models | Paper Citation Record

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

Emu3: Next-Token Prediction is All You Need Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 54

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

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 13

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$\pi_0$: A Vision-Language-Action Flow Model for General Robot Control cites this paper.

$\pi_0$: A Vision-Language-Action Flow Model for General Robot Control Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 29

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Open-Sora Plan: Open-Source Large Video Generation Model cites this paper.

Open-Sora Plan: Open-Source Large Video Generation Model Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 12

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IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models cites this paper.

IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 19

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X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models cites this paper.

X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 40

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CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation cites this paper.

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 43

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Chimera: Improving Generalist Model with Domain-Specific Experts cites this paper.

Chimera: Improving Generalist Model with Domain-Specific Experts Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 41

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EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM cites this paper.

EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 22

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SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training cites this paper.

SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 48

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Autoregressive Video Generation without Vector Quantization cites this paper.

Autoregressive Video Generation without Vector Quantization Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 15

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1.58-bit FLUX cites this paper.

1.58-bit FLUX Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 36

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UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation cites this paper.

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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Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models cites this paper.

Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation cites this paper.

AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 44

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MSF: Efficient Diffusion Model Via Multi-Scale Latent Factorize cites this paper.

MSF: Efficient Diffusion Model Via Multi-Scale Latent Factorize Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 29

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Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images cites this paper.

Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer cites this paper.

SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models cites this paper.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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RepText: Rendering Visual Text via Replicating cites this paper.

RepText: Rendering Visual Text via Replicating Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 23

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X-Fusion: Introducing New Modality to Frozen Large Language Models cites this paper.

X-Fusion: Introducing New Modality to Frozen Large Language Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis cites this paper.

Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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Harnessing Caption Detailness for Data-Efficient Text-to-Image Generation cites this paper.

Harnessing Caption Detailness for Data-Efficient Text-to-Image Generation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 38

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RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning cites this paper.

RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models cites this paper.

Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 38

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RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction cites this paper.

RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation cites this paper.

VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 32

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Ultra-High-Resolution Image Synthesis: Data, Method and Evaluation cites this paper.

Ultra-High-Resolution Image Synthesis: Data, Method and Evaluation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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

UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 24

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A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation cites this paper.

A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework cites this paper.

PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation cites this paper.

CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer cites this paper.

DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 38

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Towards Evaluating Robustness of Prompt Adherence in Text to Image Models cites this paper.

Towards Evaluating Robustness of Prompt Adherence in Text to Image Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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PoemTale Diffusion: Minimising Information Loss in Poem to Image Generation with Multi-Stage Prompt Refinement cites this paper.

PoemTale Diffusion: Minimising Information Loss in Poem to Image Generation with Multi-Stage Prompt Refinement Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots cites this paper.

Evaluating Uncertainty and Quality of Visual Language Action-enabled Robots Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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SC-Captioner: Improving Image Captioning with Self-Correction by Reinforcement Learning cites this paper.

SC-Captioner: Improving Image Captioning with Self-Correction by Reinforcement Learning Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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Reconstruction Alignment Improves Unified Multimodal Models cites this paper.

Reconstruction Alignment Improves Unified Multimodal Models Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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PixelDiT: Pixel Diffusion Transformers for Image Generation cites this paper.

PixelDiT: Pixel Diffusion Transformers for Image Generation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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LTX-2: Efficient Joint Audio-Visual Foundation Model cites this paper.

LTX-2: Efficient Joint Audio-Visual Foundation Model Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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SnapGen++: Unleashing Diffusion Transformers for Efficient High-Fidelity Image Generation on Edge Devices cites this paper.

SnapGen++: Unleashing Diffusion Transformers for Efficient High-Fidelity Image Generation on Edge Devices Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 45

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WeEdit: A Dataset, Benchmark and Glyph-Guided Framework for Text-centric Image Editing cites this paper.

WeEdit: A Dataset, Benchmark and Glyph-Guided Framework for Text-centric Image Editing Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 46

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Self-Adversarial One Step Generation via Condition Shifting cites this paper.

Self-Adversarial One Step Generation via Condition Shifting Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 50

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ElasticDiT: Efficient Diffusion Transformers via Elastic Architecture and Sparse Attention for High-Resolution Image Generation on Mobile Devices cites this paper.

ElasticDiT: Efficient Diffusion Transformers via Elastic Architecture and Sparse Attention for High-Resolution Image Generation on Mobile Devices Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 39

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PixVerve: Advancing Native UHR Image Generation to 100MP with a Large-Scale High-Quality Dataset cites this paper.

PixVerve: Advancing Native UHR Image Generation to 100MP with a Large-Scale High-Quality Dataset Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 32

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Rethinking Cross-Layer Information Routing in Diffusion Transformers cites this paper.

Rethinking Cross-Layer Information Routing in Diffusion Transformers Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 33

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Rethinking Cross-Layer Information Routing in Diffusion Transformers cites this paper.

Rethinking Cross-Layer Information Routing in Diffusion Transformers Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

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MRT: Masked Region Transformer for Layered Image Generation and Editing at Scale cites this paper.

MRT: Masked Region Transformer for Layered Image Generation and Editing at Scale Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 31

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OctoT2I: A Self-Evolving Agentic Text-to-Image Router cites this paper.

OctoT2I: A Self-Evolving Agentic Text-to-Image Router Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 28

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Token-to-Token Alignment of Text Embeddings for Semantic Blending cites this paper.

Token-to-Token Alignment of Text Embeddings for Semantic Blending Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:39:46.159754Z

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Observation e9ae30cd-31e1-49b4-b55f-ea999ddbf0a9 · inbound

Analysis-by-Proxy: Localization Signals in VLMs Operating as Condition Encoders cites this paper.

Analysis-by-Proxy: Localization Signals in VLMs Operating as Condition Encoders Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T05:54:33.575294Z

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