Cover Image

MangaDiT: Reference-Guided Line Art Colorization with Hierarchical Attention in Diffusion Transformers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qiu, Qianru, Mao, Jiafeng, Masui, Kento, Wang, Xueting
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

Region-Wise Correspondence Prediction between Manga Line Art Images
by: Li, Yingxuan, et al.
Published: (2025)

Exploring Palette based Color Guidance in Diffusion Models
by: Qiu, Qianru, et al.
Published: (2025)

MangaNinja: Line Art Colorization with Precise Reference Following
by: Liu, Zhiheng, et al.
Published: (2025)

Guided Image Synthesis via Initial Image Editing in Diffusion Model
by: Mao, Jiafeng, et al.
Published: (2023)

Difficulty Controlled Diffusion Model for Synthesizing Effective Training Data
by: Wang, Zerun, et al.
Published: (2024)

The Lottery Ticket Hypothesis in Denoising: Towards Semantic-Driven Initialization
by: Mao, Jiafeng, et al.
Published: (2023)

Training-Free Sketch-Guided Diffusion with Latent Optimization
by: Ding, Sandra Zhang, et al.
Published: (2024)

AnimeColor: Reference-based Animation Colorization with Diffusion Transformers
by: Zhang, Yuhong, et al.
Published: (2025)

Reward Incremental Learning in Text-to-Image Generation
by: Wang, Maorong, et al.
Published: (2024)

DiTFastAttn: Attention Compression for Diffusion Transformer Models
by: Yuan, Zhihang, et al.
Published: (2024)

Harnessing the Latent Diffusion Model for Training-Free Image Style Transfer
by: Masui, Kento, et al.
Published: (2024)

Sketch2Manga: Shaded Manga Screening from Sketch with Diffusion Models
by: Lin, Jian, et al.
Published: (2024)

Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile
by: Ding, Hangliang, et al.
Published: (2025)

FrameDiT: Diffusion Transformer with Matrix Attention for Efficient Video Generation
by: Le, Minh Khoa, et al.
Published: (2026)

Manga Generation via Layout-controllable Diffusion
by: Chen, Siyu, et al.
Published: (2024)

ColorGPT: Leveraging Large Language Models for Multimodal Color Recommendation
by: Xia, Ding, et al.
Published: (2025)

MangaFlow: An End-to-End Agentic Framework for Controllable Story to Manga Generation
by: Wang, Muyao, et al.
Published: (2026)

Cobra: Efficient Line Art COlorization with BRoAder References
by: Zhuang, Junhao, et al.
Published: (2025)

SparseDiT: Token Sparsification for Efficient Diffusion Transformer
by: Chang, Shuning, et al.
Published: (2024)

DiT4Edit: Diffusion Transformer for Image Editing
by: Feng, Kunyu, et al.
Published: (2024)

LaVin-DiT: Large Vision Diffusion Transformer
by: Wang, Zhaoqing, et al.
Published: (2024)

OpenCOLE: Towards Reproducible Automatic Graphic Design Generation
by: Inoue, Naoto, et al.
Published: (2024)

The Art of Deception: Color Visual Illusions and Diffusion Models
by: Gomez-Villa, Alex, et al.
Published: (2024)

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation
by: Gan, Qijun, et al.
Published: (2025)

ADP-DiT: Text-Guided Diffusion Transformer for Brain Image Generation in Alzheimer's Disease Progression
by: Lee, Juneyong, et al.
Published: (2026)

CoReDiT: Spatial Coherence-Guided Token Pruning and Reconstruction for Efficient Diffusion Transformers
by: Li, Zhuojin, et al.
Published: (2026)

Vision Transformers with Hierarchical Attention
by: Liu, Yun, et al.
Published: (2021)

DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation
by: Wu, Jianzong, et al.
Published: (2024)

PTQ4DiT: Post-training Quantization for Diffusion Transformers
by: Wu, Junyi, et al.
Published: (2024)

MangaUB: A Manga Understanding Benchmark for Large Multimodal Models
by: Ikuta, Hikaru, et al.
Published: (2024)

ColorizeDiffusion: Adjustable Sketch Colorization with Reference Image and Text
by: Yan, Dingkun, et al.
Published: (2024)

MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding
by: Baek, Jeonghun, et al.
Published: (2025)

Manga109-v2026: Revisiting Manga109 Annotations for Modern Manga Understanding
by: Baek, Jeonghun, et al.
Published: (2026)

LORE: Latent Optimization for Precise Semantic Control in Rectified Flow-based Image Editing
by: Ouyang, Liangyang, et al.
Published: (2025)

PixelDiT: Pixel Diffusion Transformers for Image Generation
by: Yu, Yongsheng, et al.
Published: (2025)

DiTPainter: Efficient Video Inpainting with Diffusion Transformers
by: Wu, Xian, et al.
Published: (2025)

SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers
by: Rajabi, Javad, et al.
Published: (2026)

Hierarchical and Step-Layer-Wise Tuning of Attention Specialty for Multi-Instance Synthesis in Diffusion Transformers
by: Zhang, Chunyang, et al.
Published: (2025)

FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers
by: He, Xuanhua, et al.
Published: (2025)

FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification
by: Yao, Jingfeng, et al.
Published: (2024)