Image Generation

StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion AAAI 2026 Style4D-Bench: A Benchmark Suite for 4D Stylization AAAI 2026 StyleDoctor: Towards Specialist Reward Model for Style-centric Generation Tasks CVPR 2026 StyleFM: Frequency Manipulation Empowered by Recursive Attention on Diffusion Models for Arbitrary Style Transfer AAAI 2026 Style-Friendly SNR Sampler for Style-Driven Generation WACV 2026 StyleGallery: Training-free and Semantic-aware Personalized Style Transfer from Arbitrary Image References CVPR 2026 Style-GRPO: Semantic-Aware Preference Optimization for Image Style Transfer Guided by Reward Modeling CVPR 2026 StyleTextGen: Style-Conditioned Multilingual Scene Text Generation CVPR 2026 Surgical Gaussian Surfels: Highly Accurate Real-time Surgical Scene Rendering using Gaussian Surfels WACV 2026 SynPlay: Large-Scale Synthetic Human Data with Real-World Diversity for Aerial-View Perception WACV 2026 Synthetic Curriculum Reinforces Compositional Text-to-Image Generation CVPR 2026 TAG-MoE: Task-Aware Gating for Unified Generative Mixture-of-Experts CVPR 2026 Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing AAAI 2026 Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning CVPR 2026 Target-Balanced Score Distillation AAAI 2026 TC-Pade: Trajectory-Consistent Pade Approximation for Diffusion Acceleration CVPR 2026 Temporal Equilibrium MeanFlow: Bridging the Scale Gap for One-Step Generation CVPR 2026 Test-Time Alignment of Text-to-Image Diffusion Models via Null-Text Embedding Optimisation CVPR 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 Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026 The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment CVPR 2026 The Image as Its Own Reward: Reinforcement Learning with Adversarial Reward for Image Generation CVPR 2026 Thermal is Always Wild: Characterizing and Addressing Challenges in Thermal-Only Novel View Synthesis CVPR 2026 Thinking-while-Generating: Interleaving Textual Reasoning throughout Visual Generation CVPR 2026