DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Weijia, Zhao, Yuzhong, Shou, Mike Zheng, Zhou, Hong, Shen, Chunhua
Format:	Preprint
Published:	2023
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

DiffuMask: Diffusion Language Model for Token-level Prompt Pruning
by: Zheng, Caleb, et al.
Published: (2026)

DiffuMatting: Synthesizing Arbitrary Objects with Matting-level Annotation
by: Hu, Xiaobin, et al.
Published: (2024)

Paragraph-to-Image Generation with Information-Enriched Diffusion Model
by: Wu, Weijia, et al.
Published: (2023)

JoDiffusion: Jointly Diffusing Image with Pixel-Level Annotations for Semantic Segmentation Promotion
by: Wang, Haoyu, et al.
Published: (2025)

DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles
by: Zhao, Rui, et al.
Published: (2025)

Multi-human Interactive Talking Dataset
by: Zhu, Zeyu, et al.
Published: (2025)

Automated Movie Generation via Multi-Agent CoT Planning
by: Wu, Weijia, et al.
Published: (2025)

Mitty: Diffusion-based Human-to-Robot Video Generation
by: Song, Yiren, et al.
Published: (2025)

The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation
by: Mao, Weijia, et al.
Published: (2025)

Synthetic Instance Segmentation from Semantic Image Segmentation Masks
by: Shen, Yuchen, et al.
Published: (2023)

UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning
by: Mao, Weijia, et al.
Published: (2025)

Long-Context Autoregressive Video Modeling with Next-Frame Prediction
by: Gu, Yuchao, et al.
Published: (2025)

UniMoD: Efficient Unified Multimodal Transformers with Mixture-of-Depths
by: Mao, Weijia, et al.
Published: (2025)

SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations
by: Liu, Wendi, et al.
Published: (2025)

Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation
by: Zhang, David Junhao, et al.
Published: (2023)

Edit2Perceive: Image Editing Diffusion Models Are Strong Dense Perceivers
by: Shi, Yiqing, et al.
Published: (2025)

TPDiff: Temporal Pyramid Video Diffusion Model
by: Ran, Lingmin, et al.
Published: (2025)

D-AR: Diffusion via Autoregressive Models
by: Gao, Ziteng, et al.
Published: (2025)

MDTv2: Masked Diffusion Transformer is a Strong Image Synthesizer
by: Gao, Shanghua, et al.
Published: (2023)

SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories
by: Zhu, Muzhi, et al.
Published: (2025)

MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation
by: Wu, Weijia, et al.
Published: (2024)

From Pixel to Mask: A Survey of Out-of-Distribution Segmentation
by: Zhao, Wenjie, et al.
Published: (2025)

Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling
by: Wu, Di, et al.
Published: (2024)

RobotSeg: A Model and Dataset for Segmenting Robots in Image and Video
by: Mei, Haiyang, et al.
Published: (2025)

DiffuSAM: Diffusion-Based Prompt-Free SAM2 for Few-Shot and Source-Free Medical Image Segmentation
by: Grossman, Tal, et al.
Published: (2026)

Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
by: Zhu, Muzhi, et al.
Published: (2024)

DiffuSyn Bench: Evaluating Vision-Language Models on Real-World Complexities with Diffusion-Generated Synthetic Benchmarks
by: Zhou, Haokun, et al.
Published: (2024)

P-Flow: Prompting Visual Effects Generation
by: Zhao, Rui, et al.
Published: (2026)

SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
by: Ma, Xiaowen, et al.
Published: (2024)

MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation
by: Kawano, Yasufumi, et al.
Published: (2024)

Synthesizing Artifact Dataset for Pixel-level Detection
by: Menn, Dennis, et al.
Published: (2025)

DiffuEraser: A Diffusion Model for Video Inpainting
by: Li, Xiaowen, et al.
Published: (2025)

ControlCap: Controllable Region-level Captioning
by: Zhao, Yuzhong, et al.
Published: (2024)

DiffSim: Taming Diffusion Models for Evaluating Visual Similarity
by: Song, Yiren, et al.
Published: (2024)

DiffuLT: How to Make Diffusion Model Useful for Long-tail Recognition
by: Shao, Jie, et al.
Published: (2024)

MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation
by: Song, Yiren, et al.
Published: (2025)

LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer
by: Song, Yiren, et al.
Published: (2025)

SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation
by: Toker, Aysim, et al.
Published: (2024)

OMUDA: Omni-level Masking for Unsupervised Domain Adaptation in Semantic Segmentation
by: Ou, Yang, et al.
Published: (2025)

DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
by: Fan, Chengxiang, et al.
Published: (2024)