"multimodal diffusion transformers" Papers

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CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Hui Zhang, Dexiang Hong, Yitong Wang et al.

ICCV 2025arXiv:2412.03859
36
citations

DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers

Hanling Zhang, Rundong Su, Zhihang Yuan et al.

ICCV 2025arXiv:2503.22796
11
citations

EDiT: Efficient Diffusion Transformers with Linear Compressed Attention

Philipp Becker, Abhinav Mehrotra, Ruchika Chavhan et al.

ICCV 2025arXiv:2503.16726
5
citations

Exploring Multimodal Diffusion Transformers for Enhanced Prompt-based Image Editing

Joonghyuk Shin, Alchan Hwang, Yujin Kim et al.

ICCV 2025arXiv:2508.07519
5
citations

Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Zhengyao Lyu, Tianlin Pan, Chenyang Si et al.

ICCV 2025arXiv:2506.07986
6
citations

Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control

Danfeng Li, Hui Zhang, Sheng Wang et al.

NEURIPS 2025arXiv:2506.00596
2
citations