Cover Image

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Zixiao, Zhao, Wenqian, Shen, Yunheng, Bai, Yang, Chen, Guojin, Farnia, Farzan, Yu, Bei
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ChatPattern: Layout Pattern Customization via Natural Language
by: Wang, Zixiao, et al.
Published: (2024)

Sparse Domain Transfer via Elastic Net Regularization
by: Zhang, Jingwei, et al.
Published: (2024)

FlexPose: Pose Distribution Adaptation with Limited Guidance
by: Wang, Zixiao, et al.
Published: (2024)

Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training
by: Gong, Shizhan, et al.
Published: (2024)

Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings
by: Ospanov, Azim, et al.
Published: (2024)

Gaussian Smoothing in Saliency Maps: The Stability-Fidelity Trade-Off in Neural Network Interpretability
by: Ye, Zhuorui, et al.
Published: (2024)

On the Distributed Evaluation of Generative Models
by: Wang, Zixiao, et al.
Published: (2023)

An Interpretable Evaluation of Entropy-based Novelty of Generative Models
by: Zhang, Jingwei, et al.
Published: (2024)

SPARKE: Scalable Prompt-Aware Diversity and Novelty Guidance in Diffusion Models via RKE Score
by: Jalali, Mohammad, et al.
Published: (2025)

PromptSplit: Revealing Prompt-Level Disagreement in Generative Models
by: Lotfian, Mehdi, et al.
Published: (2026)

DogLayout: Denoising Diffusion GAN for Discrete and Continuous Layout Generation
by: Gan, Zhaoxing, et al.
Published: (2024)

SemLayoutDiff: Semantic Layout Generation with Diffusion Model for Indoor Scene Synthesis
by: Sun, Xiaohao, et al.
Published: (2025)

Training-Free Distribution Adaptation for Diffusion Models via Maximum Mean Discrepancy Guidance
by: Sani, Matina Mahdizadeh, et al.
Published: (2026)

When Exploration Comes for Free with Mixture-Greedy: Do we need UCB in Diversity-Aware Multi-Armed Bandits?
by: Nia, Bahar Dibaei, et al.
Published: (2026)

PatternPaint: Practical Layout Pattern Generation Using Diffusion-Based Inpainting
by: Zhou, Guanglei, et al.
Published: (2024)

LayoutDiT: Exploring Content-Graphic Balance in Layout Generation with Diffusion Transformer
by: Li, Yu, et al.
Published: (2024)

A Super-pixel-based Approach to the Stable Interpretation of Neural Networks
by: Gong, Shizhan, et al.
Published: (2024)

Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models
by: Gong, Shizhan, et al.
Published: (2025)

Exposing Diversity Bias in Deep Generative Models: Statistical Origins and Correction of Diversity Error
by: Farnia, Farzan, et al.
Published: (2026)

Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach
by: Zhang, Jingwei, et al.
Published: (2024)

Interpretation of Neural Networks is Susceptible to Universal Adversarial Perturbations
by: Oskouie, Haniyeh Ehsani, et al.
Published: (2022)

UniLayDiff: A Unified Diffusion Transformer for Content-Aware Layout Generation
by: Liu, Zeyang, et al.
Published: (2025)

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

DiffX: Guide Your Layout to Cross-Modal Generative Modeling
by: Wang, Zeyu, et al.
Published: (2024)

LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation
by: Zheng, Guangcong, et al.
Published: (2023)

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation
by: Zhang, Hui, et al.
Published: (2024)

DiffGS: Functional Gaussian Splatting Diffusion
by: Zhou, Junsheng, et al.
Published: (2024)

STAY Diffusion: Styled Layout Diffusion Model for Diverse Layout-to-Image Generation
by: Wang, Ruyu, et al.
Published: (2025)

MoreauPruner: Robust Pruning of Large Language Models against Weight Perturbations
by: Wang, Zixiao, et al.
Published: (2024)

Towards an Explainable Comparison and Alignment of Feature Embeddings
by: Jalali, Mohammad, et al.
Published: (2025)

Conditional Vendi Score: An Information-Theoretic Approach to Diversity Evaluation of Prompt-based Generative Models
by: Jalali, Mohammad, et al.
Published: (2024)

DiffFAS: Face Anti-Spoofing via Generative Diffusion Models
by: Ge, Xinxu, et al.
Published: (2024)

DualDiff+: Dual-Branch Diffusion for High-Fidelity Video Generation with Reward Guidance
by: Yang, Zhao, et al.
Published: (2025)

Spatial Diffusion for Cell Layout Generation
by: Li, Chen, et al.
Published: (2024)

DiffDoctor: Diagnosing Image Diffusion Models Before Treating
by: Wang, Yiyang, et al.
Published: (2025)

Relation-Aware Diffusion Model for Controllable Poster Layout Generation
by: Li, Fengheng, et al.
Published: (2023)

VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting
by: Zhao, Sijie, et al.
Published: (2024)

POCI-Diff: Position Objects Consistently and Interactively with 3D-Layout Guided Diffusion
by: Rigo, Andrea, et al.
Published: (2026)

LowDiff: Efficient Diffusion Sampling with Low-Resolution Condition
by: Xu, Jiuyi, et al.
Published: (2025)

Layout-Guided Controllable Pathology Image Generation with In-Context Diffusion Transformers
by: Shou, Yuntao, et al.
Published: (2026)