Generative Models

Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation ICLR 2025 M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation ICML 2025 Machine-generated text detection prevents language model collapse EMNLP 2025 MADGEN: Mass-Spec attends to De Novo Molecular generation ICLR 2025 MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL ICLR 2025 MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance ICCV 2025 MagicNaming: Consistent Identity Generation by Finding a “Name Space” in T2I Diffusion Models AAAI 2025 MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025 MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds ICLR 2025 MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning AAAI 2025 Make It Count: Text-to-Image Generation with an Accurate Number of Objects CVPR 2025 MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification AAAI 2025 Mamba-CAD: State Space Model for 3D Computer-Aided Design Generative Modeling AAAI 2025 MambaKit: Towards Modular Intelligence - Cognitive Scaffolding in Next-Generation Drum Synthesis NeurIPS 2025 MambaRecon: MRI Reconstruction with Structured State Space Models WACV 2025 ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training CoRL 2025 MAR-3D: Progressive Masked Auto-regressor for High-Resolution 3D Generation CVPR 2025 MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model ICLR 2025 Masked Generative Nested Transformers with Decode Time Scaling ICML 2025 Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025 MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer ICLR 2025 MaskHand: Generative Masked Modeling for Robust Hand Mesh Reconstruction in the Wild ICCV 2025 MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views CVPR 2025 MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer ICCV 2025 MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV 2025