Cover Image

Modular Energy Steering for Safe Text-to-Image Generation with Foundation Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tan, Yaoteng, Cai, Zikui, Asif, M. Salman
Format:	Preprint
Published:	2026
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

Transform-Dependent Adversarial Attacks
by: Tan, Yaoteng, et al.
Published: (2024)

Targeted Unlearning with Single Layer Unlearning Gradient
by: Cai, Zikui, et al.
Published: (2024)

SteerDiff: Steering towards Safe Text-to-Image Diffusion Models
by: Zhang, Hongxiang, et al.
Published: (2024)

DTVI: Dual-Stage Textual and Visual Intervention for Safe Text-to-Image Generation
by: Tan, Binhong, et al.
Published: (2026)

PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation
by: Jing, Zonglei, et al.
Published: (2025)

Evaluating the Generation of Spatial Relations in Text and Image Generative Models
by: Sim, Shang Hong, et al.
Published: (2024)

STAR-IOD: Scale-decoupled Topology Alignment with Pseudo-label Refinement for Remote Sensing Incremental Object Detection
by: Zhang, Yaoteng, et al.
Published: (2026)

Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking
by: Wang, Ziyi, et al.
Published: (2025)

Continual Unlearning for Foundational Text-to-Image Models without Generalization Erosion
by: Thakral, Kartik, et al.
Published: (2025)

Universal Prompt Optimizer for Safe Text-to-Image Generation
by: Wu, Zongyu, et al.
Published: (2024)

NSFW-Classifier Guided Prompt Sanitization for Safe Text-to-Image Generation
by: Xie, Yu, et al.
Published: (2025)

Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
by: Park, Yong-Hyun, et al.
Published: (2024)

PurifyGen: A Risk-Discrimination and Semantic-Purification Model for Safe Text-to-Image Generation
by: Cao, Zongsheng, et al.
Published: (2025)

TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models
by: Luo, Ziyang, et al.
Published: (2025)

Steering Guidance for Personalized Text-to-Image Diffusion Models
by: Park, Sunghyun, et al.
Published: (2025)

BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning
by: Hanif, Asif, et al.
Published: (2024)

PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos
by: Zhao, Qi, et al.
Published: (2024)

The Unreasonable Effectiveness of Text Embedding Interpolation for Continuous Image Steering
by: Ekin, Yigit, et al.
Published: (2026)

SafeGen-Bench: Benchmarking Safety in Image-Conditioned Text-to-Video Generation
by: Ma, Yingzi, et al.
Published: (2026)

From Unlearning to UNBRANDING: A Benchmark for Trademark-Safe Text-to-Image Generation
by: Malarz, Dawid, et al.
Published: (2025)

LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts
by: Gani, Hanan, et al.
Published: (2023)

Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking
by: Su, Zihan, et al.
Published: (2025)

Beyond Prompt Degradation: Prototype-guided Dual-pool Prompting for Incremental Object Detection
by: Zhang, Yaoteng, et al.
Published: (2026)

SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training
by: Kumar, Komal, et al.
Published: (2026)

Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization
by: Li, Feifei, et al.
Published: (2025)

Text-to-Image Generation Via Energy-Based CLIP
by: Ganz, Roy, et al.
Published: (2024)

Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models
by: Chen, Dong, et al.
Published: (2026)

CosmicMan: A Text-to-Image Foundation Model for Humans
by: Li, Shikai, et al.
Published: (2024)

EigenScore: OOD Detection using Covariance in Diffusion Models
by: Shoushtari, Shirin, et al.
Published: (2025)

DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models
by: Kumar, Komal, et al.
Published: (2025)

Steering Generative Models for Accessibility: EasyRead Image Generation
by: Dickenmann, Nicolas, et al.
Published: (2026)

Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models
by: Thakral, Kartik, et al.
Published: (2025)

A Token-level Text Image Foundation Model for Document Understanding
by: Guan, Tongkun, et al.
Published: (2025)

Text2Earth: Unlocking Text-driven Remote Sensing Image Generation with a Global-Scale Dataset and a Foundation Model
by: Liu, Chenyang, et al.
Published: (2025)

Generating Multimodal Images with GAN: Integrating Text, Image, and Style
by: Tan, Chaoyi, et al.
Published: (2025)

SafeText: Safe Text-to-image Models via Aligning the Text Encoder
by: Hu, Yuepeng, et al.
Published: (2025)

Clinical-grade Multi-Organ Pathology Report Generation for Multi-scale Whole Slide Images via a Semantically Guided Medical Text Foundation Model
by: Tan, Jing Wei, et al.
Published: (2024)

Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models
by: Shoushtari, Shirin, et al.
Published: (2025)

Safe-SD: Safe and Traceable Stable Diffusion with Text Prompt Trigger for Invisible Generative Watermarking
by: Ma, Zhiyuan, et al.
Published: (2024)

Are Watermarked Images Editable? SafeMark for Watermark-Preserving Text-Guided Image Editing
by: Wu, Xiaodong, et al.
Published: (2026)