PurifyGen: A Risk-Discrimination and Semantic-Purification Model for Safe Text-to-Image Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Cao, Zongsheng, He, Yangfan, Liu, Anran, Xie, Jun, Chen, Feng, Wang, Zepeng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TV-RAG: A Temporal-aware and Semantic Entropy-Weighted Framework for Long Video Retrieval and Understanding
by: Cao, Zongsheng, et al.
Published: (2025)
by: Cao, Zongsheng, et al.
Published: (2025)
CoFi-Dec: Hallucination-Resistant Decoding via Coarse-to-Fine Generative Feedback in Large Vision-Language Models
by: Cao, Zongsheng, et al.
Published: (2025)
by: Cao, Zongsheng, et al.
Published: (2025)
SafeGen-Bench: Benchmarking Safety in Image-Conditioned Text-to-Video Generation
by: Ma, Yingzi, et al.
Published: (2026)
by: Ma, Yingzi, et al.
Published: (2026)
EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models
by: Yang, Jingyuan, et al.
Published: (2024)
by: Yang, Jingyuan, et al.
Published: (2024)
Reflective Human-Machine Co-adaptation for Enhanced Text-to-Image Generation Dialogue System
by: Feng, Yuheng, et al.
Published: (2024)
by: Feng, Yuheng, et al.
Published: (2024)
UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation
by: Wang, Yibin, et al.
Published: (2025)
by: Wang, Yibin, et al.
Published: (2025)
SafeGen: Mitigating Sexually Explicit Content Generation in Text-to-Image Models
by: Li, Xinfeng, et al.
Published: (2024)
by: Li, Xinfeng, et al.
Published: (2024)
GenAgent: Scaling Text-to-Image Generation via Agentic Multimodal Reasoning
by: Jiang, Kaixun, et al.
Published: (2026)
by: Jiang, Kaixun, et al.
Published: (2026)
LLM-Enabled Style and Content Regularization for Personalized Text-to-Image Generation
by: Yu, Anran, et al.
Published: (2025)
by: Yu, Anran, et al.
Published: (2025)
UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection
by: Zhang, Yanran, et al.
Published: (2026)
by: Zhang, Yanran, et al.
Published: (2026)
NSFW-Classifier Guided Prompt Sanitization for Safe Text-to-Image Generation
by: Xie, Yu, et al.
Published: (2025)
by: Xie, Yu, et al.
Published: (2025)
Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation
by: Zhao, Chenxi, et al.
Published: (2026)
by: Zhao, Chenxi, et al.
Published: (2026)
MOWA: Multiple-in-One Image Warping Model
by: Liao, Kang, et al.
Published: (2024)
by: Liao, Kang, et al.
Published: (2024)
GenClaw: Code-Driven Agentic Image Generation
by: Ye, Junyan, et al.
Published: (2026)
by: Ye, Junyan, et al.
Published: (2026)
Vision-Language Model Purified Semi-Supervised Semantic Segmentation for Remote Sensing Images
by: Wang, Shanwen, et al.
Published: (2026)
by: Wang, Shanwen, et al.
Published: (2026)
CrowdMoGen: Zero-Shot Text-Driven Collective Motion Generation
by: Cao, Yukang, et al.
Published: (2024)
by: Cao, Yukang, et al.
Published: (2024)
PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation
by: Jing, Zonglei, et al.
Published: (2025)
by: Jing, Zonglei, et al.
Published: (2025)
CleanStyle: Plug-and-Play Style Conditioning Purification for Text-to-Image Stylization
by: Feng, Xiaoman, et al.
Published: (2026)
by: Feng, Xiaoman, et al.
Published: (2026)
MathGen: Revealing the Illusion of Mathematical Competence through Text-to-Image Generation
by: Liu, Ruiyao, et al.
Published: (2026)
by: Liu, Ruiyao, et al.
Published: (2026)
Controllable Generation with Text-to-Image Diffusion Models: A Survey
by: Cao, Pu, et al.
Published: (2024)
by: Cao, Pu, et al.
Published: (2024)
Modular Energy Steering for Safe Text-to-Image Generation with Foundation Models
by: Tan, Yaoteng, et al.
Published: (2026)
by: Tan, Yaoteng, et al.
Published: (2026)
FlexGen: Flexible Multi-View Generation from Text and Image Inputs
by: Xu, Xinli, et al.
Published: (2024)
by: Xu, Xinli, et al.
Published: (2024)
Training-Free Class Purification for Open-Vocabulary Semantic Segmentation
by: Chen, Qi, et al.
Published: (2025)
by: Chen, Qi, et al.
Published: (2025)
GenTron: Diffusion Transformers for Image and Video Generation
by: Chen, Shoufa, et al.
Published: (2023)
by: Chen, Shoufa, et al.
Published: (2023)
TextCenGen: Attention-Guided Text-Centric Background Adaptation for Text-to-Image Generation
by: Liang, Tianyi, et al.
Published: (2024)
by: Liang, Tianyi, et al.
Published: (2024)
SemanticGen: Video Generation in Semantic Space
by: Bai, Jianhong, et al.
Published: (2025)
by: Bai, Jianhong, et al.
Published: (2025)
GenColorBench: A Color Evaluation Benchmark for Text-to-Image Generation Models
by: Butt, Muhammad Atif, et al.
Published: (2025)
by: Butt, Muhammad Atif, et al.
Published: (2025)
Efficient Diffusion Model for Image Restoration by Residual Shifting
by: Yue, Zongsheng, et al.
Published: (2024)
by: Yue, Zongsheng, et al.
Published: (2024)
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors
by: Zhang, Aiping, et al.
Published: (2024)
by: Zhang, Aiping, et al.
Published: (2024)
CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation
by: Yuan, Kaishen, et al.
Published: (2025)
by: Yuan, Kaishen, et al.
Published: (2025)
Discriminative Image Generation with Diffusion Models for Zero-Shot Learning
by: Fu, Dingjie, et al.
Published: (2024)
by: Fu, Dingjie, et al.
Published: (2024)
Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking
by: Su, Zihan, et al.
Published: (2025)
by: Su, Zihan, et al.
Published: (2025)
SafeCtrl: Region-Based Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress
by: Zhang, Lingyun, et al.
Published: (2025)
by: Zhang, Lingyun, et al.
Published: (2025)
Purifying, Labeling, and Utilizing: A High-Quality Pipeline for Small Object Detection
by: Wang, Siwei, et al.
Published: (2025)
by: Wang, Siwei, et al.
Published: (2025)
Unified Prompt Attack Against Text-to-Image Generation Models
by: Peng, Duo, et al.
Published: (2025)
by: Peng, Duo, et al.
Published: (2025)
StyleTextGen: Style-Conditioned Multilingual Scene Text Generation
by: Chen, Zeyu, et al.
Published: (2026)
by: Chen, Zeyu, et al.
Published: (2026)
SteerDiff: Steering towards Safe Text-to-Image Diffusion Models
by: Zhang, Hongxiang, et al.
Published: (2024)
by: Zhang, Hongxiang, et al.
Published: (2024)
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
by: Liao, Kang, et al.
Published: (2024)
by: Liao, Kang, et al.
Published: (2024)
SafeCtrl: Region-Aware Safety Control for Text-to-Image Diffusion via Detect-Then-Suppress
by: Zhang, Lingyun, et al.
Published: (2026)
by: Zhang, Lingyun, et al.
Published: (2026)
GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
by: Seo, Junyoung, et al.
Published: (2024)
by: Seo, Junyoung, et al.
Published: (2024)
Similar Items
-
TV-RAG: A Temporal-aware and Semantic Entropy-Weighted Framework for Long Video Retrieval and Understanding
by: Cao, Zongsheng, et al.
Published: (2025) -
CoFi-Dec: Hallucination-Resistant Decoding via Coarse-to-Fine Generative Feedback in Large Vision-Language Models
by: Cao, Zongsheng, et al.
Published: (2025) -
SafeGen-Bench: Benchmarking Safety in Image-Conditioned Text-to-Video Generation
by: Ma, Yingzi, et al.
Published: (2026) -
EmoGen: Emotional Image Content Generation with Text-to-Image Diffusion Models
by: Yang, Jingyuan, et al.
Published: (2024) -
Reflective Human-Machine Co-adaptation for Enhanced Text-to-Image Generation Dialogue System
by: Feng, Yuheng, et al.
Published: (2024)