Generative Models

LoFA: Learning to Predict Personalized Prior for Fast Adaptation of Visual Generative Models CVPR 2026 LoL: Longer than Longer, Scaling Video Generation to Hour CVPR 2026 LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs AAAI 2026 LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization WACV 2026 Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets AAAI 2026 MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment AAAI 2026 MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes WACV 2026 Markovian Scale Prediction: A New Era of Visual Autoregressive Generation CVPR 2026 MarkushGrapher-2: End-to-end Multimodal Recognition of Chemical Structures CVPR 2026 Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling AAAI 2026 MAViS: A Multi-Agent Framework for Long-Sequence Video Storytelling EACL 2026 MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean Flows ACL 2026 MeanFuser: Fast One-Step Multi-Modal Trajectory Generation and Adaptive Reconstruction via MeanFlow for End-to-End Autonomous Driving CVPR 2026 Mean-Shift Distillation for Diffusion Mode Seeking WACV 2026 MeshMosaic: Scaling Artist Mesh Generation via Local-to-Global Assembly CVPR 2026 MICo-150K: A Comprehensive Dataset Advancing Multi-Image Composition CVPR 2026 MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026 Mixture-Greedy for Online Generative Model Selection: Is UCB Necessary in Diversity-Aware Multi-Armed Bandits? UAI 2026 mmWaveFlow: Unified Enhancement and Generation of mmWave Human Point Clouds CVPR 2026 MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation AAAI 2026 Moire Zero: An Efficient and High-Performance Neural Architecture for Moire Removal WACV 2026 MoSs: Mixture of Scales for Efficient High-Resolution Autoregressive Image Generation AAAI 2026 MoToRec: Sparse-Regularized Multimodal Tokenization for Cold-Start Recommender AAAI 2026 MRI Contrast Enhancement Kinetics World Model CVPR 2026 MSAnchor: De Novo Molecular Generation from Mass Spectrometry Data with Anchor-Extended Molecular Scaffolds AAAI 2026