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• MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer
  2026
• DealMaTe: Multi-Dimensional Material Transfer via Diffusion Transformer
  2026
• TAG-MoE: Task-Aware Gating for Unified Generative Mixture-of-Experts
  2026
• Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration
  2025
• In-Context Brush: Zero-shot Customized Subject Insertion with Context-Aware Latent Space Manipulation
  2025
• HyperMotionX: The Dataset and Benchmark with DiT-Based Pose-Guided Human Image Animation of Complex Motions
  2025
• ArtCrafter: Text-Image Aligning Style Transfer via Embedding Reframing
  2025
• IP-Prompter: Training-Free Theme-Specific Image Generation via Dynamic Visual Prompting
  2025
• Region-Aware Diffusion for Zero-shot Text-driven Image Editing
  2023
• AnimeDiffusion: Anime Face Line Drawing Colorization via Diffusion Models
  2023
• ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models
  2023
• CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis with Multimodal Diffusion
  2024
• Make-Your-Anchor: A Diffusion-based 2D Avatar Generation Framework
  2024
• HeadRouter: A Training-free Image Editing Framework for MM-DiTs by Adaptively Routing Attention Heads
  2024