Safe T2I Generation

T2I: Text-to-Image

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2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Safe Image Generation via Reinforcement Learning

    Oct 5, 2026Eungyeol Han, Jong-Seok LeeT2I GenerationSafe T2I Generation

    Yonsei University School of Integrated Technology

  2. Steering Fields: Adaptive Vector Fields for Safe Image Generation and Beyond

    Sep 30, 2026Simone Facchiano, Jan Eric Lenssen, Bernt Schiele +3T2I GenerationSafe T2I Generation

    Max Planck Institute for Informatics · Sapienza University of Rome

  3. InGuard: Towards Generalized Inner Guardrail for Safe Text-to-Image Generation

    Sep 23, 2026Zeyu Wang, Xiaodan Li, Zhiwen Li +2T2I GenerationSafe T2I Generation

    Alibaba AAIG

  4. Test-Time Scaling for Safe Text-Guided Image Generation via Intermediate Clean Estimates

    Aug 4, 2026Jinya Sakurai, Shueicheng Yan, Xun XuTest-Time OptimizationT2I Generation

    1Nanyang Technological University · 2National University of Singapore · Institute of Advanced Intelligence and Computing (IAIC), A*STAR +1

  5. Harm is not Universal: Community-Specific Toxicity Detection is Urgently Needed

    Jul 27, 2026Xinnuo Xu, Anja Thieme, Daniela Massiceti +6T2I GenerationSafe T2I Generation

    Microsoft Research Cambridge, UK · Microsoft Paris, France

  6. Introspective Attention Modulation for Safe Text-to-Image Generation

    Jul 16, 2026Basim Azam, Hossein Rahmani, Naveed AkhtarDiffusion TransformerT2I Generation

    The University of Melbourne, Australia · Lancaster University, United Kingdom

  7. AEGIS: A Mechanism-Guided Defense against Visual Synonym Jailbreaks in Text-to-Image Models

    Jul 7, 2026Yuanmin Huang, Zhenfei Zhang, Mi Zhang +5Safe T2I GenerationT2I Diffusion Models

    Fudan University, Shanghai, China · Alibaba Group, Hangzhou, China · Shanghai Pudong Research Institute of Cryptology, and Engineering Research Center of Cyber Security Auditing and Monitoring, Ministry of Education, China

  8. The Illusion of High Utility in Safety Alignment of Text-to-Image Diffusion Models

    Jul 1, 2026Adeel Yousaf, Soumik Ghosh, James Beetham +2Diffusion Model AlignmentRepresentation Learning

    Institute of Artificial Intelligence University of Central Florida, Orlando, United States

  9. ScaleErasure: Inference-Time Minimal Intervention for Precise Concept Erasure in Next-Scale Autoregressive Image Generation

    Jun 28, 2026Cong Wang, Haiyu Wu, Zhiwei Jiang +4Image GenerationSafe T2I Generation

    State Key Laboratory for Novel Software Technology, Nanjing University · National University of Singapore

  10. Obliviate: Erasing Concepts from Autoregressive Image Generation Models

    Jun 26, 2026Hossein Shakibania, Jonas Henry Grebe, Tobias Braun +4Image GenerationSafe T2I Generation

    TU Darmstadt, Germany · Multimodal AI Lab, TU Darmstadt, Germany · Zuse School ELIZA +1

  11. Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks

    Jun 25, 2026Yunqi Xue, Zhijiang Li, Philip Torr +1T2I GenerationImage Generation

    School of Information Management, Wuhan University, Wuhan, China · Torr Vision Group, University of Oxford, Oxford, United Kingdom

  12. Safe Few-Step Generation via Velocity Editing

    Jun 22, 2026Yujin Choi, Jaehong YoonFlow MatchingT2I Generation

    1NTU Singapore · 2UNIST

  13. ForceForget: Reinforcement Concept Removal for Enhancing Safety in Text-to-Image Models

    Jun 12, 2026Dong Han, Yong LiSafe T2I GenerationAI Safety

    Huawei Heisenberg Research Center, Huawei Technologies Düsseldorf GmbH, Düsseldorf, Germany · Computer Vison Group, Friedrich Schiller University Jena, Jena, Germany.

  14. Unified Safe In-context Image Generation in Multimodal Diffusion Transformers via Restricting Unsafe Information Flows

    Jun 5, 2026Xiang Yang, Feifei Li, Mi Zhang +4Diffusion TransformerImage Generation

    Fudan University, Shanghai, China · East China University of Science and Technology, Shanghai, China · Shanghai University of Electric Power, Shanghai, China

  15. No Safe Dose: How Training Data Drives Unsafe Image Generation

    May 27, 2026Felix Friedrich, Lukas Helff, Niharika Hegde +2Safe T2I GenerationData Contamination

    1Black Forest Labs · 2TU Darmstadt & hessian.AI · 3DFKI +1

  16. FlowErase-RL: Rethinking Concept Erasure as Reward Optimization in Flow Matching Models

    May 19, 2026Yi Sun, Zhiqi Zhang, Xinhao Zhong +5Flow MatchingT2I Generation

    Harbin Institute of Technology, Shenzhen · Jilin University · Tsinghua Shenzhen International Graduate School, Tsinghua University +2

  17. Disciplined Diffusion: Text-to-Image Diffusion Model against NSFW Generation

    May 1, 2026Chi Zhang, Changjia Zhu, Xiaowen Li +2Adversarial RobustnessSafe T2I Generation

    Bellini College of Artificial Intelligence, Cybersecurity and Computing, University of South Florida, Tampa, FL, USA · Department of Electrical and Computer Engineering, College of Engineering, University of South Florida, Tampa, FL, USA

  18. When Safe Concepts Become Unsafe: Multi-Concept Compositional Vulnerabilities in Text-to-Image Models

    Apr 17, 2026Chaoshuo Zhang, Yibo Liang, Mengke Tian +7Safe T2I GenerationCompositional T2I Generation

    School of Cyber Science and Engineering, Xi’an Jiaotong University, Xi’an, China · CISPA Helmholtz Center for Information Security, Saarbrücken, Germany · School of Cyber Science and Engineering, Wuhan University, Wuhan, China

  19. Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration

    Apr 17, 2026Jun Li, Lizhi Xiong, Ziqiang Li +4Safe T2I GenerationControllable Image Generation

    Nanjing University of Information Science and Technology · Southeast University · Nanjing University of Science and Technology