Scalable Diffusion Models with Transformers

19 December 2022

Papers citing "Scalable Diffusion Models with Transformers"

50 / 463 papers shown

Title
Step1X-Edit: A Practical Framework for General Image Editing S. Liu Yucheng Han Peng Xing Fukun Yin Rui Wang ... Yibo Zhu Binxing Jiao X. Zhang Gang Yu Daxin Jiang DiffM 105 3 0 24 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 55 0 0 24 Apr 2025
Subject-driven Video Generation via Disentangled Identity and Motion Daneul Kim Jingxu Zhang W. Jin Sunghyun Cho Qi Dai Jaesik Park Chong Luo DiffM VGen 115 0 0 23 Apr 2025
DreamO: A Unified Framework for Image Customization Chong Mou Yanze Wu Wenxu Wu Zinan Guo Pengze Zhang ... Shaojin Wu S. Zhao Jian Andrew Zhang Qian He Xinglong Wu 49 0 0 23 Apr 2025
DriVerse: Navigation World Model for Driving Simulation via Multimodal Trajectory Prompting and Motion Alignment X. Li Chenming Wu Zhao Yang Zhihao Xu Dingkang Liang Y. Zhang Ji Wan J. Wang VGen 67 1 0 22 Apr 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning Le Zhuo Liangbing Zhao Sayak Paul Yue Liao Renrui Zhang Yi Xin Peng Gao Mohamed Elhoseiny H. Li VLM 75 0 0 22 Apr 2025
DiTPainter: Efficient Video Inpainting with Diffusion Transformers Xian Wu Chang Liu DiffM 26 0 0 22 Apr 2025
Boosting Generative Image Modeling via Joint Image-Feature Synthesis Theodoros Kouzelis Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DiffM 38 0 0 22 Apr 2025
Structure-guided Diffusion Transformer for Low-Light Image Enhancement Xiangchen Yin Zhenda Yu Longtao Jiang Xin Gao Xiao Sun Zhi Liu Xun Yang DiffM 47 0 0 21 Apr 2025
Text-to-Decision Agent: Learning Generalist Policies from Natural Language Supervision Shilin Zhang Zican Hu Wenhao Wu Xinyi Xie Jianxiang Tang Chunlin Chen Daoyi Dong Yu Cheng Zhenhong Sun Zhi Wang OffRL 134 0 0 21 Apr 2025
SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization Liang Peng Boxi Wu Haoran Cheng Yibo Zhao Xiaofei He 36 0 0 20 Apr 2025
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis Jingjing Ren Wenbo Li Zhongdao Wang Haoze Sun Bangzhen Liu ... Aoxue Li Shifeng Zhang Bin Shao Yong Guo Lei Zhu VGen 43 0 0 20 Apr 2025
U-Shape Mamba: State Space Model for faster diffusion Alex Ergasti Filippo Botti Tomaso Fontanini Claudio Ferrari Massimo Bertozzi Andrea Prati Mamba 92 0 0 18 Apr 2025
SkyReels-V2: Infinite-length Film Generative Model Guibin Chen D. Lin Jiangping Yang Chunze Lin J. Zhu ... Di Qiu Debang Li Zhengcong Fei Yang Li Yahui Zhou DiffM VGen 56 1 0 17 Apr 2025
A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation Rongtao Xu J. Zhang Minghao Guo Youpeng Wen H. Yang ... Liqiong Wang Yuxuan Kuang Meng Cao Feng Zheng Xiaodan Liang 47 3 0 17 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results Xin Li Kun Yuan B. Li Fengbin Guan Yizhen Shao ... Guohua Zhang Z. Huang Y. Deng Qingmiao Jiang Lu Chen 55 7 0 17 Apr 2025
Understanding Attention Mechanism in Video Diffusion Models Bingyan Liu Chengyu Wang Tongtong Su Huan Ten Jun Huang K. Guo Kui Jia VGen 64 0 0 16 Apr 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation Bingjie Gao Xinyu Gao Xiaoxue Wu Yujie Zhou Yu Qiao Li Niu Xinyuan Chen Yaohui Wang 76 0 0 16 Apr 2025
Decoupled Diffusion Sparks Adaptive Scene Generation Yunsong Zhou Naisheng Ye William Ljungbergh Tianyu Li Jiazhi Yang Zetong Yang Hongzi Zhu Christoffer Petersson Hongyang Li 44 1 0 14 Apr 2025
Hierarchical and Step-Layer-Wise Tuning of Attention Specialty for Multi-Instance Synthesis in Diffusion Transformers Chunyang Zhang Zhenhong Sun Zhicheng Zhang Junyan Wang Yu Zhang Dong Gong H. Mo Daoyi Dong 45 0 0 14 Apr 2025
Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model Team Seawead Ceyuan Yang Zhijie Lin Yang Zhao Shanchuan Lin ... Zuquan Song Zhenheng Yang Jiashi Feng Jianchao Yang Lu Jiang DiffM 83 1 0 11 Apr 2025
Diffusion Transformers for Tabular Data Time Series Generation Fabrizio Garuti E. Sangineto Simone Luetto L. Forni Rita Cucchiara 59 0 0 10 Apr 2025
DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Hao Luo Yibing Song Gao Huang Fan Wang Yang You 69 0 0 09 Apr 2025
HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance Jiazi Bu Pengyang Ling Yujie Zhou Pan Zhang Tong Wu Xiaoyi Dong Yuhang Zang Y. Cao D. Lin Jiaqi Wang 21 0 0 08 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas J. Guibas Gordon Wetzstein Sai Bi DiffM 63 0 0 07 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 66 1 0 07 Apr 2025
Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets Chuning Zhu Raymond Yu S. Feng Benjamin Burchfiel Paarth Shah Abhishek Gupta VGen 57 0 0 03 Apr 2025
Spline-based Transformers Prashanth Chandran Agon Serifi Markus Gross Moritz Bächer 41 0 0 03 Apr 2025
DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance Yuxuan Luo Zhengkun Rong Lizhen Wang Longhao Zhang Tianshu Hu Yongming Zhu VGen 163 2 0 02 Apr 2025
Biologically Inspired Spiking Diffusion Model with Adaptive Lateral Selection Mechanism Linghao Feng Dongcheng Zhao Sicheng Shen Yi Zeng 67 0 0 31 Mar 2025
ORAL: Prompting Your Large-Scale LoRAs via Conditional Recurrent Diffusion Rana Muhammad Shahroz Khan Dongwen Tang Pingzhi Li Kai Wang Tianlong Chen AI4CE 142 0 0 31 Mar 2025
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution Zheng-Peng Duan Jiawei Zhang Xin Jin Z. Zhang Zheng Xiong Dongqing Zou Jimmy S. Ren Chun-Le Guo Chongyi Li 42 0 0 30 Mar 2025
TextCrafter: Accurately Rendering Multiple Texts in Complex Visual Scenes Nikai Du Zhennan Chen Z. Chen Shan Gao Xi Chen Zhengkai Jiang Jian Yang Ying Tai DiffM 43 0 0 30 Mar 2025
CoGen: 3D Consistent Video Generation via Adaptive Conditioning for Autonomous Driving Yishen Ji Ziyue Zhu Zhenxin Zhu Kaixin Xiong Ming Lu Zhiqi Li Lijun Zhou Haiyang Sun Bing Wang Tong Lu VGen 53 1 0 28 Mar 2025
SyncSDE: A Probabilistic Framework for Diffusion Synchronization Hyunjun Lee Hyunsoo Lee Sookwan Han DiffM 48 0 0 27 Mar 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation Size Wu W. Zhang Lumin Xu Sheng Jin Zhonghua Wu Qingyi Tao Wentao Liu Wei Li Chen Change Loy VGen 153 2 0 27 Mar 2025
MAR-3D: Progressive Masked Auto-regressor for High-Resolution 3D Generation Jinnan Chen Lingting Zhu Zeyu Hu Shengju Qian Y. Chen Xin Wang G. Lee 105 1 0 26 Mar 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 89 0 0 26 Mar 2025
FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model Jun Zhou J. Li Zunnan Xu Hanhui Li Yiji Cheng Fa-Ting Hong Qin Lin Qinglin Lu Xiaodan Liang DiffM 73 1 0 25 Mar 2025
IPGO: Indirect Prompt Gradient Optimization for Parameter-Efficient Prompt-level Fine-Tuning on Text-to-Image Models Jianping Ye Michel Wedel Kunpeng Zhang 37 0 0 25 Mar 2025
Long-Context Autoregressive Video Modeling with Next-Frame Prediction Yuchao Gu Weijia Mao Mike Zheng Shou VGen 84 2 0 25 Mar 2025
AdaWorld: Learning Adaptable World Models with Latent Actions Shenyuan Gao Siyuan Zhou Yilun Du Jun Zhang Chuang Gan VGen 62 3 0 24 Mar 2025
Training-free Diffusion Acceleration with Bottleneck Sampling Ye Tian Xin Xia Yuxi Ren Shanchuan Lin Xing Wang Xuefeng Xiao Yunhai Tong L. Yang Bin Cui 60 0 0 24 Mar 2025
Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models Jinjin Zhang Qiuyu Huang Junjie Liu Xiefan Guo Di Huang 54 2 0 24 Mar 2025
SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity Prediction Zhengyuan Li Kai Cheng Anindita Ghosh Uttaran Bhattacharya Liangyan Gui Aniket Bera DiffM VGen 44 0 0 23 Mar 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 52 0 0 21 Mar 2025
EDEN: Enhanced Diffusion for High-quality Large-motion Video Frame Interpolation Zihao Zhang Haoran Chen Haoyu Zhao Guansong Lu Yanwei Fu Hang Xu Zuxuan Wu VGen DiffM 69 0 0 20 Mar 2025
Generating Multimodal Driving Scenes via Next-Scene Prediction Yanhao Wu Haoyang Zhang Tianwei Lin Lichao Huang Shujie Luo Rui Wu Congpei Qiu Wei Ke Tong Zhang VGen 51 0 0 19 Mar 2025
MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space Lixing Xiao Shunlin Lu Huaijin Pi Ke Fan Liang Pan Yueer Zhou Ziyong Feng Xiaowei Zhou Sida Peng Jingbo Wang DiffM VGen 50 4 0 19 Mar 2025
PC-Talk: Precise Facial Animation Control for Audio-Driven Talking Face Generation Baiqin Wang Xiangyu Zhu Fan Shen Hao-Xuan Xu Zhen Lei 63 0 0 18 Mar 2025