Cover Image

MeshCraft: Exploring Efficient and Controllable Mesh Generation with Flow-based DiTs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	He, Xianglong, Chen, Junyi, Huang, Di, Liu, Zexiang, Huang, Xiaoshui, Ouyang, Wanli, Yuan, Chun, Li, Yangguang
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

GVGEN: Text-to-3D Generation with Volumetric Representation
by: He, Xianglong, et al.
Published: (2024)

Untwisting RoPE: Frequency Control for Shared Attention in DiTs
by: Mikaeili, Aryan, et al.
Published: (2026)

RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization
by: Yang, Kaicheng, et al.
Published: (2025)

UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation
by: Liu, Zexiang, et al.
Published: (2023)

ShapeGen: Towards High-Quality 3D Shape Synthesis
by: Li, Yangguang, et al.
Published: (2025)

U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers
by: Tian, Yuchuan, et al.
Published: (2024)

Unveiling Redundancy in Diffusion Transformers (DiTs): A Systematic Study
by: Sun, Xibo, et al.
Published: (2024)

DiVE: DiT-based Video Generation with Enhanced Control
by: Jiang, Junpeng, et al.
Published: (2024)

Advances in GRPO for Generation Models: A Survey
by: Liu, Zexiang, et al.
Published: (2026)

DiTalker: A Unified DiT-based Framework for High-Quality and Speaking Styles Controllable Portrait Animation
by: Feng, He, et al.
Published: (2025)

Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT
by: Zhuo, Le, et al.
Published: (2024)

MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers
by: Chen, Yiwen, et al.
Published: (2024)

MeshLRM: Large Reconstruction Model for High-Quality Meshes
by: Wei, Xinyue, et al.
Published: (2024)

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

UniMesh: Unifying 3D Mesh Understanding and Generation
by: Huang, Peng, et al.
Published: (2026)

Rethinking Multi-Condition DiTs: Eliminating Redundant Attention via Position-Alignment and Keyword-Scoping
by: Zhou, Chao, et al.
Published: (2026)

Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction
by: Chen, Junyi, et al.
Published: (2024)

DMesh++: An Efficient Differentiable Mesh for Complex Shapes
by: Son, Sanghyun, et al.
Published: (2024)

MeshTailor: Cutting Seams via Generative Mesh Traversal
by: Ma, Xueqi, et al.
Published: (2026)

TEXGen: a Generative Diffusion Model for Mesh Textures
by: Yu, Xin, et al.
Published: (2024)

AnchorDiff: Training-Free Concept Grounding for MM-DiTs via Anchor-Based Graph Propagation
by: Zhang, Jian, et al.
Published: (2026)

DMesh: A Differentiable Mesh Representation
by: Son, Sanghyun, et al.
Published: (2024)

Lumina-Video: Efficient and Flexible Video Generation with Multi-scale Next-DiT
by: Liu, Dongyang, et al.
Published: (2025)

HeadRouter: A Training-free Image Editing Framework for MM-DiTs by Adaptively Routing Attention Heads
by: Xu, Yu, et al.
Published: (2024)

NeRF-Det++: Incorporating Semantic Cues and Perspective-aware Depth Supervision for Indoor Multi-View 3D Detection
by: Huang, Chenxi, et al.
Published: (2024)

YOSE: You Only Select Essential Tokens for Efficient DiT-based Video Object Removal
by: Wu, Chenyang, et al.
Published: (2026)

FastMesh: Efficient Artistic Mesh Generation via Component Decoupling
by: Kim, Jeonghwan, et al.
Published: (2025)

SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling
by: He, Xianglong, et al.
Published: (2025)

On Statistical Rates and Provably Efficient Criteria of Latent Diffusion Transformers (DiTs)
by: Hu, Jerry Yao-Chieh, et al.
Published: (2024)

Mask$^2$DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation
by: Qi, Tianhao, et al.
Published: (2025)

HiMat: DiT-based Ultra-High Resolution SVBRDF Generation
by: Wang, Zixiong, et al.
Published: (2025)

GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation
by: Lyu, Zhaoyang, et al.
Published: (2024)

xDiT: an Inference Engine for Diffusion Transformers (DiTs) with Massive Parallelism
by: Fang, Jiarui, et al.
Published: (2024)

DiMeR: Disentangled Mesh Reconstruction Model
by: Jiang, Lutao, et al.
Published: (2025)

VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers
by: Deng, Juncan, et al.
Published: (2024)

Taming Stable Diffusion for Text to 360° Panorama Image Generation
by: Zhang, Cheng, et al.
Published: (2024)

AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation
by: Wang, Kai, et al.
Published: (2024)

MeshRipple: Structured Autoregressive Generation of Artist-Meshes
by: Lin, Junkai, et al.
Published: (2025)

TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models
by: Li, Yangguang, et al.
Published: (2025)

MeshOn: Intersection-Free Mesh-to-Mesh Composition
by: Kim, Hyunwoo, et al.
Published: (2026)