text-to-image generation

VisionDirector: Vision-Language Guided Closed-Loop Refinement for Generative Image Synthesis CVPR 2026 ViSTA: Visual Storytelling using Multi-modal Adapters for Text-to-Image Diffusion Models WACV 2026 ViType: High-Fidelity Visual Text Rendering via Glyph-Aware Multimodal Diffusion AAAI 2026 Wan-Weaver: Interleaved Multi-modal Generation via Decoupled Training CVPR 2026 When LoRA Betrays: Backdooring Text-to-Image Models by Masquerading as Benign Adapters CVPR 2026 When Pretty Isn't Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators CVPR 2026 When Safety Collides: Resolving Multi-Category Harmful Conflicts in Text-to-Image Diffusion via Adaptive Safety Guidance CVPR 2026 Where Culture Fades: Revealing the Cultural Gap in Text-to-Image Generation CVPR 2026 Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding ICLR 2025 ACE: Anti-Editing Concept Erasure in Text-to-Image Models CVPR 2025 A Comprehensive Study of Decoder-Only LLMs for Text-to-Image Generation CVPR 2025 AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025 Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration CVPR 2025 Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model ICCV 2025 A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization WACV 2025 Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization CVPR 2025 AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation AAAI 2025 AI Tools Can Generate Misculture Visuals! Detecting Prompts Generating Misculture Visuals For Prevention ACL 2025 AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025 AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models WACV 2025 AMO Sampler: Enhancing Text Rendering with Overshooting CVPR 2025 AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea CVPR 2025 ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation CVPR 2025 ArtPeer: Artistic Alignment via Reflection-based Prompt Evolution with Simulated Artist NeurIPS 2025 Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark ACL 2025