diffusion transformer

UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions CVPR 2026 Unified Latent Space for Understanding and Generation via Semantic Auto-encoder CVPR 2026 UniSER: A Foundation Model for Unified Soft Effects Removal CVPR 2026 UniTEX: Universal High Fidelity Generative Texturing for 3D Shapes CVPR 2026 UniVerse: A Unified Modulation Framework for Segmentation-Free, Disentangled Multi-Concept Personalization CVPR 2026 UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models WACV 2026 VIVA: VLM-Guided Instruction-Based Video Editing with Reward Optimization CVPR 2026 YOSE: You Only Select Essential Tokens for Efficient DiT-based Video Object Removal CVPR 2026 3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion CVPR 2025 4Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion CVPR 2025 AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers CVPR 2025 Accelerating Diffusion Transformers with Token-wise Feature Caching ICLR 2025 Accelerating Diffusion Transformer via Gradient-Optimized Cache ICCV 2025 Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition CVPR 2025 ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer ICLR 2025 Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration CVPR 2025 Adaptive Caching for Faster Video Generation with Diffusion Transformers ICCV 2025 Anchored Diffusion for Video Face Reenactment WACV 2025 Animate and Sound an Image CVPR 2025 ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation ICLR 2025 ArtEditor: Learning Customized Instructional Image Editor from Few-Shot Examples ICCV 2025 Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration CVPR 2025 AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers CVPR 2025 Autoregressive Distillation of Diffusion Transformers CVPR 2025 AV-Flow: Transforming Text to Audio-Visual Human-like Interactions ICCV 2025