Keyword

diffusion transformer

Description: The titles do not establish a meaning for this term; it may refer to a transformer architecture used in diffusion models, but the usage is unclear.

Primary topic: Generative Adversarial Networks and Image Synthesis (52%)

OpenAlex ID: keywords/diffusion-transformer

Scalable Diffusion Models with Transformers

2023 · William Peebles, Saining Xie · IEEE/CVF International Conference on Computer Vision (ICCV) · 2,259

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Semantic-Conditional Diffusion Networks for Image Captioning*

2023 · Jianjie Luo, Yehao Li, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 128

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PIXART-$$\Sigma $$: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

2024 · Junsong Chen, Chongjian Ge, et al. · Lecture notes in computer science · 112

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SiT: Exploring Flow and Diffusion-Based Generative Models with Scalable Interpolant Transformers

2024 · Nanye Ma, Mark Goldstein, et al. · Lecture notes in computer science · 110

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Photorealistic Video Generation with Diffusion Models

2024 · Agrim Gupta, Lijun Yu, et al. · Lecture notes in computer science · 82

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VACE: All-in-One Video Creation and Editing

2025 · Zeyinzi Jiang, Zhen Han, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 68

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Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model

2024 · Zhuo Zheng, Stefano Ermon, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 64

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Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

2025 · Jingfeng Yao, Bin Yang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 60

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OminiControl: Minimal and Universal Control for Diffusion Transformer

2025 · Zhenxiong Tan, Songhua Liu, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 48

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Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer

2024 · Shuang Wu, Youtian Lin, et al. · neural information processing systems · 47

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Multimodal Diffusion Transformer: Learning Versatile Behavior from Multimodal Goals

2024 · Moritz Reuss, Ömer Yağmurlu, et al. · 46

GenTron: Diffusion Transformers for Image and Video Generation

2024 · Shoufa Chen, Mengmeng Xu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 44

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Enhancing spatiotemporal prediction through the integration of Mamba state space models and Diffusion Transformers

2025 · Hansheng Zeng, Yuqi Li, et al. · Knowledge-Based Systems · 41

DiT4Edit: Diffusion Transformer for Image Editing

2025 · Kunyu Feng, Yue Ma, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 40

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RESTORE-DiT: Reliable satellite image time series reconstruction by multimodal sequential diffusion transformer

2025 · Qidi Shu, Xiaolin Zhu, et al. · Remote Sensing of Environment · 36

SpaDiT: diffusion transformer for spatial gene expression prediction using scRNA-seq

2024 · Xiaoyu Li, Fangfang Zhu, et al. · Briefings in Bioinformatics · 36

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Precipitation Nowcasting Using Diffusion Transformer With Causal Attention

2024 · ChaoRong Li, XuDong Ling, et al. · IEEE Transactions on Geoscience and Remote Sensing · 34

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DTSFormer: Decoupled temporal-spatial diffusion transformer for enhanced long-term time series forecasting

2024 · Jiaming Zhu, Dezhi Liu, et al. · Knowledge-Based Systems · 33

3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion

2025 · Zhaoxi Chen, Jiaxiang Tang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 31

Scope-Free Global Multi-Condition-Aware Industrial Missing Data Imputation Framework via Diffusion Transformer

2024 · Diju Liu, Yalin Wang, et al. · IEEE Transactions on Knowledge and Data Engineering · 31

Learning a Physical-Aware Diffusion Model Based on Transformer for Underwater Image Enhancement

2026 · Chen Zhao, Chenyu Dong, et al. · IEEE Transactions on Geoscience and Remote Sensing · 27

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Tora: Trajectory-oriented Diffusion Transformer for Video Generation

2025 · Zhenghao Zhang, Junchao Liao, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 25

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Stable Flow: Vital Layers for Training-Free Image Editing

2025 · Omri Avrahami, Or Patashnik, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 25

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CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

2024 · Yang, Zhuoyi, Teng, Jiayan, et al. · arXiv (Cornell University) · 25

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Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers

2025 · Lei Chen, Yuan Meng, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 24

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Works count: 1,664

Citation count: 5,081