diffusion transformer

Multivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation AAAI 2026 NAMI: Efficient Image Generation via Bridged Progressive Rectified Flow Transformers CVPR 2026 NaTex: Seamless Texture Generation as Latent Color Diffusion CVPR 2026 Object-WIPER: Training-Free Object and Associated Effect Removal in Videos CVPR 2026 OneHOI: Unifying Human-Object Interaction Generation and Editing CVPR 2026 One Model, Many Budgets: Elastic Latent Interfaces for Diffusion Transformers CVPR 2026 OPRO: Orthogonal Panel-Relative Operators for Panel-Aware In-Context Image Generation CVPR 2026 Other Vehicle Trajectories Are Also Needed: A Driving World Model Unifies Ego-Other Vehicle Trajectories in Video Latent Space AAAI 2026 Personalize Anything for Free with Diffusion Transformer AAAI 2026 PipeDiT: Accelerating Diffusion Transformers in Video Generation with Task Pipelining and Model Decoupling AAAI 2026 PixelDiT: Pixel Diffusion Transformers for Image Generation CVPR 2026 Pluggable Pruning with Contiguous Layer Distillation for Diffusion Transformers CVPR 2026 Pose-Diverse Multi-View Virtual Try-on from a Single Frontal Image via Diffusion Transformer WACV 2026 PrITTI: Primitive-based Generation of Controllable and Editable 3D Semantic Urban Scenes CVPR 2026 ProCache: Constraint-Aware Feature Caching with Selective Computation for Diffusion Transformer Acceleration AAAI 2026 ProcessMaker: A Generalized Process Visualization Framework with Adaptive Sequence Steps on Diffusion Transformers CVPR 2026 PROMO: Promptable Outfitting for Efficient High-Fidelity Virtual Try-On CVPR 2026 QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models CVPR 2026 RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data AAAI 2026 ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver AAAI 2026 Region-Adaptive Sampling for Diffusion Transformers CVPR 2026 RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers AAAI 2026 ResCa: Residual Caching for Diffusion Transformers Acceleration CVPR 2026 ResDiT: Evoking the Intrinsic Resolution Scalability in Diffusion Transformers CVPR 2026 Sculpt4D: Generating 4D Shapes via Sparse-Attention Diffusion Transformers CVPR 2026