text-to-image generation

Self-Evaluation Unlocks Any-Step Text-to-Image Generation CVPR 2026 SIMPLEPOSTER: A SIMPLE BASELINE FOR PRODUCT POSTER GENERATION CVPR 2026 SoS: Analysis of Surface over Semantics in Multilingual Text-To-Image Generation EACL 2026 Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models CVPR 2026 SpatialReward: Verifiable Spatial Reward Modeling for Fine-Grained Spatial Consistency in Text-to-Image Generation CVPR 2026 StoryTailor:A Zero-Shot Pipeline for Action-Rich Multi-Subject Visual Narratives CVPR 2026 Style-GRPO: Semantic-Aware Preference Optimization for Image Style Transfer Guided by Reward Modeling CVPR 2026 Synthetic Curriculum Reinforces Compositional Text-to-Image Generation CVPR 2026 Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning CVPR 2026 TARA: Token-Aware LoRA for Composable Personalization in Diffusion Models AAAI 2026 TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering AAAI 2026 TextPecker: Rewarding Structural Anomaly Quantification for Enhancing Visual Text Rendering CVPR 2026 Too Vivid to Be Real? Benchmarking and Calibrating Generative Color Fidelity CVPR 2026 Toward Early Quality Assessment of Text-to-Image Diffusion Models CVPR 2026 Towards Human-Imperceptible Backdoor Attacks on Text-to-Image Diffusion Models CVPR 2026 Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance AAAI 2026 Transition Models: Rethinking the Generative Learning Objective CVPR 2026 UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios CVPR 2026 UnGuide: Learning to Forget with LoRA-Guided Diffusion Models UAI 2026 Unified Multimodal Models as Auto-Encoders CVPR 2026 UniVerse: Empower Unified Generation with Reasoning and Knowledge CVPR 2026 Unleashing Stealthy Backdoor Pandemic by Infecting a Single Diffusion Model CVPR 2026 Unleashing the Potential of Large Language Models for Text-to-Image Generation Through Autoregressive Representation Alignment AAAI 2026 VA-p: Variational Policy Alignment for Pixel-Aware Autoregressive Generation CVPR 2026 ViHOI: Human-Object Interaction Synthesis with Visual Priors CVPR 2026