Cover Image

TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning in Text-to-Image Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hsiao, Teng-Fang, Ruan, Bo-Kai, Wu, Yi-Lun, Lin, Tzu-Ling, Shuai, Hong-Han
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FreeCond: Free Lunch in the Input Conditions of Text-Guided Inpainting
by: Hsiao, Teng-Fang, et al.
Published: (2024)

PromptMoG: Enhancing Diversity in Long-Prompt Image Generation via Prompt Embedding Mixture-of-Gaussian Sampling
by: Ruan, Bo-Kai, et al.
Published: (2025)

VecSet-Edit: Unleashing Pre-trained LRM for Mesh Editing from Single Image
by: Hsiao, Teng-Fang, et al.
Published: (2026)

Training-and-Prompt-Free General Painterly Harmonization via Zero-Shot Disentenglement on Style and Content References
by: Hsiao, Teng-Fang, et al.
Published: (2024)

Is the Future Compatible? Diagnosing Dynamic Consistency in World Action Models
by: Ruan, Bo-Kai, et al.
Published: (2026)

Ranking-based Preference Optimization for Diffusion Models from Implicit User Feedback
by: Wu, Yi-Lun, et al.
Published: (2025)

Score Replacement with Bounded Deviation for Rare Prompt Generation
by: Ruan, Bo-Kai, et al.
Published: (2025)

Tuning-Free Image Customization with Image and Text Guidance
by: Li, Pengzhi, et al.
Published: (2024)

Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models
by: Yamabe, Shojiro, et al.
Published: (2025)

Position: Towards Implicit Prompt For Text-To-Image Models
by: Yang, Yue, et al.
Published: (2024)

Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models
by: Huang, Jia-Hong, et al.
Published: (2024)

Training-Free Consistent Text-to-Image Generation
by: Tewel, Yoad, et al.
Published: (2024)

SurrogateSHAP: Training-Free Contributor Attribution for Text-to-Image (T2I) Models
by: Lu, Mingyu, et al.
Published: (2026)

Panoptic Captioning: An Equivalence Bridge for Image and Text
by: Lin, Kun-Yu, et al.
Published: (2025)

Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models
by: Na, Byeonghu, et al.
Published: (2025)

OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation
by: Gunawan, Agus, et al.
Published: (2025)

Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis
by: Hu, Taihang, et al.
Published: (2024)

MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
by: Vasu, Pavan Kumar Anasosalu, et al.
Published: (2023)

I4VGen: Image as Free Stepping Stone for Text-to-Video Generation
by: Guo, Xiefan, et al.
Published: (2024)

Hawk: Leveraging Spatial Context for Faster Autoregressive Text-to-Image Generation
by: Chen, Zhi-Kai, et al.
Published: (2025)

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion
by: Li, Yanyu, et al.
Published: (2025)

ComCLIP: Training-Free Compositional Image and Text Matching
by: Jiang, Kenan, et al.
Published: (2022)

Multi-Modal Language Models as Text-to-Image Model Evaluators
by: Chen, Jiahui, et al.
Published: (2025)

FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation
by: Yao, Zebin, et al.
Published: (2025)

Color Me Correctly: Bridging Perceptual Color Spaces and Text Embeddings for Improved Diffusion Generation
by: Tsai, Sung-Lin, et al.
Published: (2025)

Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation
by: Lakhanpal, Sanyam, et al.
Published: (2024)

Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis
by: Han, Woojung, et al.
Published: (2025)

Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer
by: Yin, Zixin, et al.
Published: (2025)

DanceText: A Training-Free Layered Framework for Controllable Multilingual Text Transformation in Images
by: Yu, Zhenyu, et al.
Published: (2025)

Beyond Pixels: A Training-Free, Text-to-Text Framework for Remote Sensing Image Retrieval
by: Xiao, J., et al.
Published: (2025)

Text-Only Training for Image Captioning with Retrieval Augmentation and Modality Gap Correction
by: Fonseca, Rui, et al.
Published: (2025)

PEO: Training-Free Aesthetic Quality Enhancement in Pre-Trained Text-to-Image Diffusion Models with Prompt Embedding Optimization
by: Margaryan, Hovhannes, et al.
Published: (2025)

Zero-Painter: Training-Free Layout Control for Text-to-Image Synthesis
by: Ohanyan, Marianna, et al.
Published: (2024)

Infinite-Story: A Training-Free Consistent Text-to-Image Generation
by: Park, Jihun, et al.
Published: (2025)

Training-Free Text-Guided Image Editing with Visual Autoregressive Model
by: Wang, Yufei, et al.
Published: (2025)

Detail++: Training-Free Detail Enhancer for Text-to-Image Diffusion Models
by: Chen, Lifeng, et al.
Published: (2025)

Multi-Modal 3D Mesh Reconstruction from Images and Text
by: Reka, Melvin, et al.
Published: (2025)

Cocktail: Mixing Multi-Modality Controls for Text-Conditional Image Generation
by: Hu, Minghui, et al.
Published: (2023)

DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation
by: Lyu, Yueming, et al.
Published: (2023)

Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation
by: Wu, Ji-Jia, et al.
Published: (2024)