"diffusion transformers" Papers

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BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers

Hui Zhang, Tingwei Gao, Jie Shao et al.

CVPR 2025posterarXiv:2503.15927
11
citations

Diffusion Transformers for Tabular Data Time Series Generation

Fabrizio Garuti, Enver Sangineto, Simone Luetto et al.

ICLR 2025posterarXiv:2504.07566
3
citations

EDiT: Efficient Diffusion Transformers with Linear Compressed Attention

Philipp Becker, Abhinav Mehrotra, Ruchika Chavhan et al.

ICCV 2025posterarXiv:2503.16726
3
citations

FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers

Yanbing Zhang, Zhe Wang, Qin Zhou et al.

ICCV 2025posterarXiv:2507.15249
1
citations

LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding

Shen Zhang, Siyuan Liang, Yaning Tan et al.

NeurIPS 2025posterarXiv:2503.04344
1
citations

REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers

Xingjian Leng, Jaskirat Singh, Yunzhong Hou et al.

ICCV 2025posterarXiv:2504.10483
73
citations

Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

Sihyun Yu, Sangkyung Kwak, Huiwon Jang et al.

ICLR 2025posterarXiv:2410.06940
308
citations

VETA-DiT: Variance-Equalized and Temporally Adaptive Quantization for Efficient 4-bit Diffusion Transformers

Qinkai XU, yijin liu, YangChen et al.

NeurIPS 2025oral