Browse State-of-the-Art › Text-to-Image Generation › Papers, page 7

Text-to-Image Generation

Papers archive 2025-07-28

archive papers tagged: 1,085 · with a code link: 546 · where Syntology ran a sample: 246 (215 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (246 of 1,085 tagged: 215 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument)

Page 7 of 11: papers 601 to 700 of 1,085, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling
  19 Apr 2025 0 repositories listed
• Towards NSFW-Free Text-to-Image Generation via Safety-Constraint Direct Preference Optimization
  19 Apr 2025 0 repositories listed
• Entropy Rectifying Guidance for Diffusion and Flow Models
  18 Apr 2025 0 repositories listed
• POET: Supporting Prompting Creativity and Personalization with Automated Expansion of Text-to-Image Generation
  18 Apr 2025 0 repositories listed
• SMPL-GPTexture: Dual-View 3D Human Texture Estimation using Text-to-Image Generation Models
  17 Apr 2025 0 repositories listed
• Instruction-augmented Multimodal Alignment for Image-Text and Element Matching
  16 Apr 2025 0 repositories listed
• Using LLMs as prompt modifier to avoid biases in AI image generators
  15 Apr 2025 0 repositories listed
• InstructEngine: Instruction-driven Text-to-Image Alignment
  14 Apr 2025 0 repositories listed
• Towards Explainable Partial-AIGC Image Quality Assessment
  12 Apr 2025 0 repositories listed
• Muon-Accelerated Attention Distillation for Real-Time Edge Synthesis via Optimized Latent Diffusion
  11 Apr 2025 0 repositories listed
• POEM: Precise Object-level Editing via MLLM control
  10 Apr 2025 0 repositories listed
• Compass Control: Multi Object Orientation Control for Text-to-Image Generation
  9 Apr 2025 0 repositories listed
• Storybooth: Training-free Multi-Subject Consistency for Improved Visual Storytelling
  8 Apr 2025 0 repositories listed
• Transfer between Modalities with MetaQueries
  8 Apr 2025 0 repositories listed
• FineLIP: Extending CLIP's Reach via Fine-Grained Alignment with Longer Text Inputs
  2 Apr 2025 0 repositories listed
• Semantic Packet Aggregation and Repeated Transmission for Text-to-Image Generation
  31 Mar 2025 0 repositories listed
• On Geometrical Properties of Text Token Embeddings for Strong Semantic Binding in Text-to-Image Generation
  29 Mar 2025 0 repositories listed
• DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers
  28 Mar 2025 0 repositories listed
• ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation
  28 Mar 2025 0 repositories listed
• Sell It Before You Make It: Revolutionizing E-Commerce with Personalized AI-Generated Items
  28 Mar 2025 0 repositories listed
• CTRL-O: Language-Controllable Object-Centric Visual Representation Learning
  27 Mar 2025 0 repositories listed
• BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation
  26 Mar 2025 0 repositories listed
• High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching
  26 Mar 2025 0 repositories listed
• LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration
  25 Mar 2025 0 repositories listed
• Reverse Prompt: Cracking the Recipe Inside Text-to-Image Generation
  25 Mar 2025 0 repositories listed
• Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control
  24 Mar 2025 0 repositories listed
• TDRI: Two-Phase Dialogue Refinement and Co-Adaptation for Interactive Image Generation
  22 Mar 2025 0 repositories listed
• Leveraging Text-to-Image Generation for Handling Spurious Correlation
  21 Mar 2025 0 repositories listed
• FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing
  20 Mar 2025 0 repositories listed
• Advancing Deep Learning through Probability Engineering: A Pragmatic Paradigm for Modern AI
  19 Mar 2025 0 repositories listed
• Di[M]O: Distilling Masked Diffusion Models into One-step Generator
  19 Mar 2025 0 repositories listed
• Deeply Supervised Flow-Based Generative Models
  18 Mar 2025 0 repositories listed
• DiffMoE: Dynamic Token Selection for Scalable Diffusion Transformers
  18 Mar 2025 0 repositories listed
• EditID: Training-Free Editable ID Customization for Text-to-Image Generation
  16 Mar 2025 0 repositories listed
• Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking
  14 Mar 2025 0 repositories listed
• ConceptGuard: Continual Personalized Text-to-Image Generation with Forgetting and Confusion Mitigation
  13 Mar 2025 0 repositories listed
• DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation
  13 Mar 2025 0 repositories listed
• Layton: Latent Consistency Tokenizer for 1024-pixel Image Reconstruction and Generation by 256 Tokens
  11 Mar 2025 0 repositories listed
• LatexBlend: Scaling Multi-concept Customized Generation with Latent Textual Blending
  10 Mar 2025 0 repositories listed
• Text-to-Image Diffusion Models Cannot Count, and Prompt Refinement Cannot Help
  10 Mar 2025 0 repositories listed
• DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability
  9 Mar 2025 0 repositories listed
• PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation
  9 Mar 2025 0 repositories listed
• Frequency Autoregressive Image Generation with Continuous Tokens
  7 Mar 2025 0 repositories listed
• A Generative Approach to High Fidelity 3D Reconstruction from Text Data
  5 Mar 2025 0 repositories listed
• Find Matching Faces Based On Face Parameters
  5 Mar 2025 0 repositories listed
• ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization
  3 Mar 2025 0 repositories listed
• HanDrawer: Leveraging Spatial Information to Render Realistic Hands Using a Conditional Diffusion Model in Single Stage
  3 Mar 2025 0 repositories listed
• How far can we go with ImageNet for Text-to-Image generation?
  28 Feb 2025 0 repositories listed
• Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study
  27 Feb 2025 0 repositories listed
• Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement
  24 Feb 2025 0 repositories listed
• Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence
  24 Feb 2025 0 repositories listed
• Unified Prompt Attack Against Text-to-Image Generation Models
  23 Feb 2025 0 repositories listed
• FlipConcept: Tuning-Free Multi-Concept Personalization for Text-to-Image Generation
  21 Feb 2025 0 repositories listed
• One-step Diffusion Models with f-Divergence Distribution Matching
  21 Feb 2025 0 repositories listed
• MagicGeo: Training-Free Text-Guided Geometric Diagram Generation
  19 Feb 2025 0 repositories listed
• Multi-Faceted Multimodal Monosemanticity
  16 Feb 2025 0 repositories listed
• Designing a Conditional Prior Distribution for Flow-Based Generative Models
  13 Feb 2025 0 repositories listed
• Detecting Malicious Concepts Without Image Generation in AIGC
  13 Feb 2025 0 repositories listed
• When the LM misunderstood the human chuckled: Analyzing garden path effects in humans and language models
  13 Feb 2025 0 repositories listed
• ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation
  12 Feb 2025 0 repositories listed
• PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation
  12 Feb 2025 0 repositories listed
• Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
  12 Feb 2025 0 repositories listed
• Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms
  11 Feb 2025 0 repositories listed
• FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation
  11 Feb 2025 0 repositories listed
• Decoder-Only LLMs are Better Controllers for Diffusion Models
  6 Feb 2025 0 repositories listed
• FairT2I: Mitigating Social Bias in Text-to-Image Generation via Large Language Model-Assisted Detection and Attribute Rebalancing
  6 Feb 2025 0 repositories listed
• Generative Adversarial Networks Bridging Art and Machine Intelligence
  6 Feb 2025 0 repositories listed
• REG: Rectified Gradient Guidance for Conditional Diffusion Models
  31 Jan 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Generative AI for Vision: A Comprehensive Study of Frameworks and Applications
  29 Jan 2025 0 repositories listed
• Text-to-Image Generation for Vocabulary Learning Using the Keyword Method
  28 Jan 2025 0 repositories listed
• LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation
  27 Jan 2025 0 repositories listed
• Accelerate High-Quality Diffusion Models with Inner Loop Feedback
  22 Jan 2025 0 repositories listed
• LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation
  22 Jan 2025 0 repositories listed
• PreciseCam: Precise Camera Control for Text-to-Image Generation
  22 Jan 2025 0 repositories listed
• Parallel Sequence Modeling via Generalized Spatial Propagation Network
  21 Jan 2025 0 repositories listed
• Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP
  19 Jan 2025 0 repositories listed
• CookingDiffusion: Cooking Procedural Image Generation with Stable Diffusion
  15 Jan 2025 0 repositories listed
• SHYI: Action Support for Contrastive Learning in High-Fidelity Text-to-Image Generation
  15 Jan 2025 0 repositories listed
• Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation
  11 Jan 2025 0 repositories listed
• Evaluating Image Caption via Cycle-consistent Text-to-Image Generation
  7 Jan 2025 0 repositories listed
• SceneBooth: Diffusion-based Framework for Subject-preserved Text-to-Image Generation
  7 Jan 2025 0 repositories listed
• Object-level Visual Prompts for Compositional Image Generation
  2 Jan 2025 0 repositories listed
• Test-time Controllable Image Generation by Explicit Spatial Constraint Enforcement
  2 Jan 2025 0 repositories listed
• Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration
  1 Jan 2025 0 repositories listed
• Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization
  1 Jan 2025 0 repositories listed
• Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution
  1 Jan 2025 0 repositories listed
• Hierarchical Vision-Language Alignment for Text-to-Image Generation via Diffusion Models
  1 Jan 2025 0 repositories listed
• MC^2: Multi-concept Guidance for Customized Multi-concept Generation
  1 Jan 2025 0 repositories listed
• Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception
  1 Jan 2025 0 repositories listed
• SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs
  1 Jan 2025 0 repositories listed
• VODiff: Controlling Object Visibility Order in Text-to-Image Generation
  1 Jan 2025 0 repositories listed
• Prometheus: 3D-Aware Latent Diffusion Models for Feed-Forward Text-to-3D Scene Generation
  30 Dec 2024 0 repositories listed
• Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales
  27 Dec 2024 0 repositories listed
• UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation
  25 Dec 2024 0 repositories listed
• 1.58-bit FLUX
  24 Dec 2024 0 repositories listed
• Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Text-to-Image Generation
  22 Dec 2024 0 repositories listed
• Flowing from Words to Pixels: A Framework for Cross-Modality Evolution
  19 Dec 2024 0 repositories listed
• GALOT: Generative Active Learning via Optimizable Zero-shot Text-to-image Generation
  18 Dec 2024 0 repositories listed
• A LoRA is Worth a Thousand Pictures
  16 Dec 2024 0 repositories listed
• Efficient Scaling of Diffusion Transformers for Text-to-Image Generation
  16 Dec 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.