text-to-image generation

Layer-wise Instance Binding for Regional and Occlusion Control in Text-to-Image Diffusion Transformers CVPR 2026 LayoutAD: Exploring Semantic-Geometric Misalignment Reasoning for Scene Layout Anomaly Detection CVPR 2026 Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers AAAI 2026 Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models CVPR 2026 Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models WACV 2026 LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations AAAI 2026 MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models CVPR 2026 MapRoute:Precise-Concept Erasing Mappers via Semantic Routing CVPR 2026 Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference AAAI 2026 MaskFocus: Focusing Policy Optimization on Critical Steps for Masked Image Generation CVPR 2026 Memory-Efficient Fine-Tuning Diffusion Transformers via Dynamic Patch Sampling and Block Skipping CVPR 2026 M-ErasureBench: A Comprehensive Multimodal Evaluation Benchmark for Concept Erasure in Diffusion Models WACV 2026 MixFlow Training: Alleviating Exposure Bias with Slowed Interpolation Mixture CVPR 2026 Mixture of States: Routing Token-Level Dynamics for Multimodal Generation CVPR 2026 MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation CVPR 2026 Multilingual-To-Multimodal (M2M): Unlocking New Languages with Monolingual Text EACL 2026 Neighbor-Aware Localized Concept Erasure in Text-to-Image Diffusion Models CVPR 2026 NoMoColor: Unified Noise Modulation for Enhanced Diffusion-based Image Colorization (Student Abstract) AAAI 2026 Now They See It, Now They Don’t: Multimodal Reward Models Exhibit Unreliability in Physical World Constraints CoNLL 2026 OctoT2I: A Self-Evolving Agentic Text-to-Image Router CVPR 2026 OSEG: Improving Diffusion sampling through Orthogonal Smoothed Energy Guidance WACV 2026 OSPO: Object-Centric Self-Improving Preference Optimization for Text-to-Image Generation CVPR 2026 PixelDiT: Pixel Diffusion Transformers for Image Generation CVPR 2026 PixelRush: Ultra-Fast, Training-Free High-Resolution Image Generation via One-step Diffusion CVPR 2026 PosterReward: Unlocking Accurate Evaluation for High-Quality Graphic Design Generation CVPR 2026