diffusion transformer

DiT-VTON: Diffusion Transformer Framework for Unified Multi-Category Virtual Try-On and Virtual Try-All with Integrated Image Editing WACV 2026 DiverseDiT: Towards Diverse Representation Learning in Diffusion Transformers CVPR 2026 DreamingComics: A Story Visualization Pipeline via Subject and Layout Customized Generation using Video Models CVPR 2026 DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer CVPR 2026 DuoGen: Towards Autonomous Interleaved Multimodal Generation CVPR 2026 DyaDiT: A Multi-Modal Diffusion Transformer for Socially Favorable Dyadic Gesture Generation CVPR 2026 Dynamic-eDiTor: Training-Free Text-Driven 4D Scene Editing with Multimodal Diffusion Transformer CVPR 2026 EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering AAAI 2026 Edit2Perceive: Image Editing Diffusion Models Are Strong Dense Perceivers CVPR 2026 EffectMaker: Unifying Reasoning and Generation for Customized Visual Effect Creation CVPR 2026 Evo-1: Lightweight Vision-Language-Action Model with Preserved Semantic Alignment CVPR 2026 ExpPortrait: Expressive Portrait Generation via Personalized Representation CVPR 2026 FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training AAAI 2026 FE2E: From Editor to Dense Geometry Estimator CVPR 2026 Few-shot Acoustic Synthesis with Multimodal Flow Matching CVPR 2026 Fine-flow Distilling Coarse-flow Video Generation for Long-Term Driving World Model AAAI 2026 FlashPortrait: 6x Faster Infinite Portrait Animation with Adaptive Latent Prediction CVPR 2026 FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation AAAI 2026 FoleyDirector: Fine-Grained Temporal Steering for Video-to-Audio Generation via Structured Scripts CVPR 2026 Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers AAAI 2026 Forecast the Principal, Stabilize the Residual: Subspace-Aware Feature Caching for Diffusion Transformers CVPR 2026 From Sketch to Fresco: Efficient Diffusion Transformer with Progressive Resolution CVPR 2026 Gen-AFFECT: Generation of Avatar Fine-grained Facial Expressions with Consistent identiTy WACV 2026 GenMask: Adapting DiT for Segmentation via Direct Mask Generation CVPR 2026 GeoRelight: Learning Joint Geometrical Relighting and Reconstruction with Flexible Multi-Modal Diffusion Transformers CVPR 2026