generative model

Learning from Imperfect Data: Robust Inference of Dynamic Systems Using Simulation-Based Generative Model AAAI 2026 Learning Latent Transmission and Glare Maps for Lens Veiling Glare Removal CVPR 2026 Learning Straight Flows: Variational Flow Matching for Efficient Generation CVPR 2026 LLA: Enhancing Security and Privacy for Generative Models with Logic-Locked Accelerators AAAI 2026 LoFA: Learning to Predict Personalized Prior for Fast Adaptation of Visual Generative Models CVPR 2026 Lyapunov-Based Sample Complexity Analysis for Weakly-Coupled MDPs (extended abstract) COLT 2026 MACS: Multi-source Audio-to-image Generation with Contextual Significance and Semantic Alignment AAAI 2026 Making Logic a First-Class Citizen in Generative ML for Networking NSDI 2026 Mass Concept Erasure in Diffusion Models with Concept Hierarchy AAAI 2026 Match-and-Fuse: Consistent Generation from Unstructured Image Sets CVPR 2026 MeanFlow Transformers with Representation Autoencoders CVPR 2026 MeanFuser: Fast One-Step Multi-Modal Trajectory Generation and Adaptive Reconstruction via MeanFlow for End-to-End Autonomous Driving CVPR 2026 MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design AAAI 2026 Mimesys: Generating Realistic Executable Testing Environments from Resource Usage Traces OSDI 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 MorphAny3D: Unleashing the Power of Structured Latent in 3D Morphing CVPR 2026 Morphe: High-Fidelity Generative Video Streaming with Vision Foundation Model NSDI 2026 Multi-Metric Preference Alignment for Generative Speech Restoration AAAI 2026 NAMI: Efficient Image Generation via Bridged Progressive Rectified Flow Transformers CVPR 2026 Next Patch Prediction for AutoRegressive Visual Generation AAAI 2026 NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining WACV 2026 Nonparametric generative modeling for time series via Schrödinger bridge JMLR 2026 Omni-3DEdit: Generalized Versatile 3D Editing in One-Pass CVPR 2026 One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images AAAI 2026