2025 "diffusion transformer models" Papers

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OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models

Huanpeng Chu, Wei Wu, Guanyu Feng et al.

ICCV 2025posterarXiv:2508.16212
6
citations

SketchVideo: Sketch-based Video Generation and Editing

Feng-Lin Liu, Hongbo Fu, Xintao Wang et al.

CVPR 2025posterarXiv:2503.23284
9
citations

StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training

Ziming Liu, Shaoyu Wang, Shenggan Cheng et al.

NEURIPS 2025posterarXiv:2407.00611
2
citations

TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning In Text-to-Image Models

Teng-Fang Hsiao, Bo-Kai Ruan, Yi-Lun Wu et al.

ICCV 2025posterarXiv:2503.15283
4
citations