diffusion transformer

Accelerating Diffusion-based Video Editing via Heterogeneous Caching: Beyond Full Computing at Sampled Denoising Timestep CVPR 2026 AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation CVPR 2026 Anti-I2V: Safeguarding your Photos from Malicious Image-to-video Generation CVPR 2026 Beyond Fixed Formulas: Data-Driven Linear Predictor for Efficient Diffusion Models CVPR 2026 Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings AAAI 2026 BuildAnyPoint: 3D Building Structured Abstraction from Diverse Point Clouds CVPR 2026 CaliTex: Geometry-Calibrated Attention for View-Coherent 3D Texture Generation CVPR 2026 ChArtist: Generating Pictorial Charts with Unified Spatial and Subject Control CVPR 2026 Circuit Mechanisms for Spatial Relation Generation in Diffusion Transformers CVPR 2026 Composing Concepts from Images and Videos via Concept-prompt Binding CVPR 2026 ConsID-Gen: View-Consistent and Identity-Preserving Image-to-Video Generation CVPR 2026 Content-Aware Dynamic Patchification for Efficient Video Diffusion CVPR 2026 ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment AAAI 2026 ControlAudio: Tackling Text-Guided, Timing-Indicated and Intelligible Audio Generation via Progressive Diffusion Modeling ACL 2026 Conversational Image Generation: Towards Multi-Round Personalized Generation with Multi-Modal Language Models WACV 2026 DCText: Scheduled Attention Masking for Visual Text Generation via Divide-and-Conquer Strategy WACV 2026 DDiT: Dynamic Patch Scheduling for Efficient Diffusion Transformers CVPR 2026 DDT: Decoupled Diffusion Transformer CVPR 2026 DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation CVPR 2026 DiffDecompose: Layer-Wise Decomposition of Alpha-Composited Images via Diffusion Transformers CVPR 2026 DiP: Taming Diffusion Models in Pixel Space CVPR 2026 DisCa: Accelerating Video Diffusion Transformers with Distillation-Compatible Learnable Feature Caching CVPR 2026 DiT360: High-Fidelity Panoramic Image Generation via Hybrid Training CVPR 2026 DiT-Distill: Open-Set Fine-Grained Retrieval via Generative Curriculum Knowledge CVPR 2026 DiT-IC: Aligned Diffusion Transformer for Efficient Image Compression CVPR 2026