Image Generation

LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer AAAI 2026 LayerEdit: Disentangled Multi-Object Editing via Conflict-Aware Multi-Layer Learning AAAI 2026 Layer-wise Instance Binding for Regional and Occlusion Control in Text-to-Image Diffusion Transformers CVPR 2026 Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers AAAI 2026 LazyVAR: Accelerating Visual Autoregressive Models via Scale-wise Token Pruning and Parallel Group Decoding CVPR 2026 Learning Latent Proxies for Controllable Single-Image Relighting CVPR 2026 Learning What to Trust: Bayesian Prior-Guided Optimization for Visual Generation CVPR 2026 LESA: Learnable Stage-Aware Predictors for Diffusion Model Acceleration CVPR 2026 Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models WACV 2026 LidarPainter: One-Step Away from Any Lidar View to Novel Guidance AAAI 2026 LighthouseGS: Indoor Structure-aware 3D Gaussian Splatting for Panorama-Style Mobile Captures WACV 2026 Linear Image Generation by Synthesizing Exposure Brackets CVPR 2026 Line Art Colorization with Offset Prior-based Diffusion Model WACV 2026 LoFA: Learning to Predict Personalized Prior for Fast Adaptation of Visual Generative Models CVPR 2026 LogCD: Local-to-global Consistency Distillation for Few-step Image Generation CVPR 2026 LookFlow: Training-Free and Efficient High-Resolution Image Synthesis via Dynamic Lookahead Guidance Flow AAAI 2026 Low-Resolution Editing is All You Need for High-Resolution Editing CVPR 2026 LSAP-PV: High-Fidelity Palm Vein Image Synthesis via Layered Spectral Absorption Projection-Guided Diffusion Model AAAI 2026 LumiX: Structured and Coherent Text-to-Intrinsic Generation CVPR 2026 M3ashy: Multi-Modal Material Synthesis via Hyperdiffusion AAAI 2026 MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment AAAI 2026 MacTok: Robust Continuous Tokenization for Image Generation CVPR 2026 MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes WACV 2026 MagicQuill V2: Precise and Interactive Image Editing with Layered Visual Cues CVPR 2026 MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss AAAI 2026