diffusion transformer

SegTune: Structured and Fine-Grained Control for Song Generation ACL 2026 SIGMA: Selective-Interleaved Generation with Multi-Attribute Tokens CVPR 2026 SketchAssist: A Practical Assistant for Semantic Edits and Precise Local Redrawing CVPR 2026 Sketch-Guided Anime Hair Editing Using Multimodal Diffusion Transformer (Student Abstract) AAAI 2026 SODA: Sensitivity-Oriented Dynamic Acceleration for Diffusion Transformer CVPR 2026 SounDiT: Geo-Contextual Soundscape-to-Landscape Generation CVPR 2026 SPARK: Sim-ready Part-level Articulated Reconstruction with VLM Knowledge CVPR 2026 Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers AAAI 2026 SpotEdit: Selective Region Editing in Diffusion Transformers CVPR 2026 StaMo: Unsupervised Learning of Generalizable Robot Motion from Compact State Representation CVPR 2026 STCDiT: Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution CVPR 2026 SyncDreamer: Controllable and Expressive Avatar Generation Beyond the Talking Head CVPR 2026 TAG-MoE: Task-Aware Gating for Unified Generative Mixture-of-Experts CVPR 2026 Task-Oriented Data Synthesis and Control-Rectify Sampling for Remote Sensing Semantic Segmentation CVPR 2026 Test-time Sparsity for Extreme Fast Action Diffusion CVPR 2026 TEXTRIX: Latent Attribute Grid for Native Texture Generation and Beyond CVPR 2026 The devil is in the details: Enhancing Video Virtual Try-On via Keyframe-Driven Details Injection CVPR 2026 ThinkGen: Generalized Thinking for Visual Generation CVPR 2026 TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation AAAI 2026 Towards Holistic Modeling for Video Frame Interpolation with Auto-regressive Diffusion Transformers CVPR 2026 Trainable Log-linear Sparse Attention for Efficient Diffusion Transformers CVPR 2026 Training-free Mixed-Resolution Latent Upsampling for Spatially Accelerated Diffusion Transformers CVPR 2026 Training-Free Multi-Character Audio-Driven Animation via Diffusion Transformer with Reward Feedback AAAI 2026 UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios CVPR 2026 UltraGen: High-Resolution Video Generation with Hierarchical Attention AAAI 2026