diffusion transformer

GeoRK2: Geometry-Guided Runge-Kutta Integration for Diffusion Transformer Acceleration CVPR 2026 Guiding a Diffusion Transformer with the Internal Dynamics of Itself CVPR 2026 HandWorld: Hand-Centric Unified Video Action Generation CVPR 2026 Hear What You See: Video-to-Audio Generation with Diffusion Transformer and Semantic-Temporal Alignment-Ranked Direct Preference Optimization CVPR 2026 Hierarchical Codec Diffusion for Video-to-Speech Generation CVPR 2026 H-RDT: Human Manipulation Enhanced Bimanual Robotic Manipulation AAAI 2026 ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment ACL 2026 Inpaint-Anywhere: Zero-Shot Multi-Identity Inpainting with Efficient Diffusion Transformer AAAI 2026 Insert Anything: Image Insertion via In-Context Editing in DiT AAAI 2026 Just-in-Time: Training-Free Spatial Acceleration for Diffusion Transformers CVPR 2026 LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer 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 LESA: Learnable Stage-Aware Predictors for Diffusion Model Acceleration CVPR 2026 Lynx: Towards High-Fidelity Personalized Video Generation CVPR 2026 MagicQuill V2: Precise and Interactive Image Editing with Layered Visual Cues CVPR 2026 MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation CVPR 2026 Mantis: A Versatile Vision-Language-Action Model with Disentangled Visual Foresight CVPR 2026 Memory-Efficient Fine-Tuning Diffusion Transformers via Dynamic Patch Sampling and Block Skipping CVPR 2026 MetaDiT: Enabling Fine-grained Constraints in High-degree-of Freedom Metasurface Design AAAI 2026 Minute-Long Videos with Dual Parallelisms AAAI 2026 MMFace-DiT: A Dual-Stream Diffusion Transformer for High-Fidelity Multimodal Face Generation CVPR 2026 MotionHiFlow: Text-to-Motion via Hierarchical Flow Matching CVPR 2026 MultiAnimate: Pose-Guided Image Animation Made Extensible CVPR 2026 MultiMotion: Multi Subject Video Motion Transfer via Video Diffusion Transformer AAAI 2026