Scalable Diffusion Models with Transformers

19 December 2022

Papers citing "Scalable Diffusion Models with Transformers"

50 / 457 papers shown

Title
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 28 0 0 12 May 2025
Generative Pre-trained Autoregressive Diffusion Transformer Yuan Zhang Jiacheng Jiang Guoqing Ma Zhiying Lu Haoyang Huang Jianlong Yuan Nan Duan VGen 40 1 0 12 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang H. Li Lijun Yang Wen Yao Yue Deng DiffM 38 0 0 12 May 2025
Guiding Data Collection via Factored Scaling Curves Lihan Zha Apurva Badithela Michael Zhang Justin Lidard Jeremy Bao Emily Zhou David Snyder Allen Z. Ren Dhruv Shah Anirudha Majumdar OffRL 34 0 0 12 May 2025
Step1X-3D: Towards High-Fidelity and Controllable Generation of Textured 3D Assets Weiyu Li X. Zhang Zheng Sun Di Qi H. Li ... Zeming Li Gang Yu Xiangyu Zhang Daxin Jiang Ping Tan 36 0 0 12 May 2025
ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models Ozgur Kara Krishna Kumar Singh Feng Liu Duygu Ceylan James M. Rehg Tobias Hinz DiffM VGen 41 0 0 12 May 2025
ProFashion: Prototype-guided Fashion Video Generation with Multiple Reference Images Xianghao Kong Qiaosong Qi Yuanbin Wang Anyi Rao Biaolong Chen Aixi Zhang Si Liu Hao Jiang DiffM VGen 25 0 0 10 May 2025
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition Zhiyuan Chen Keyi Li Yifan Jia Le Ye Yufei Ma DiffM 35 0 0 09 May 2025
Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions Dhruvesh Patel Aishwarya Sahoo Avinash Amballa Tahira Naseem Tim G. J. Rudner Andrew McCallum KELM 47 0 0 09 May 2025
The Moon's Many Faces: A Single Unified Transformer for Multimodal Lunar Reconstruction Tom Sander Moritz Tenthoff Kay Wohlfarth Christian Wöhler 31 0 0 08 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 45 0 0 08 May 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri S Deshmukh Yalcin Tur Ulas Bagci MedIm 53 0 0 08 May 2025
DiffusionSfM: Predicting Structure and Motion via Ray Origin and Endpoint Diffusion Qitao Zhao Amy Lin Jeff Tan Jason Y. Zhang Deva Ramanan Shubham Tulsiani VGen 48 0 0 08 May 2025
Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers Divyansh Srivastava Xiang Zhang He Wen Chenru Wen Zhuowen Tu DiffM 34 0 0 07 May 2025
EOPose : Exemplar-based object reposing using Generalized Pose Correspondences Sarthak Mehrotra Rishabh Jain Mayur Hemani Balaji Krishnamurthy Mausoom Sarkar 48 0 0 06 May 2025
Real-Time Person Image Synthesis Using a Flow Matching Model Jiwoo Jeong Kirok Kim Wooju Kim Nam-Joon Kim 3DH 66 0 0 06 May 2025
StableMotion: Training Motion Cleanup Models with Unpaired Corrupted Data Yuxuan Mu Hung Yu Ling Yi Shi Ismael Baira Ojeda Pengcheng Xi Chang Shu F. Zinno Xue Bin Peng 52 0 0 06 May 2025
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models Yunfeng Ge Jiawei Li Yiji Zhao Haomin Wen Zhao Li M. Qiu H. Li Ming Jin Shirui Pan DiffM 134 0 0 05 May 2025
Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities X. Zhang Jintao Guo Shanshan Zhao Minghao Fu Lunhao Duan Guo-Hua Wang Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang DiffM 74 0 0 05 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 51 0 0 05 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Songtao Zhao Qian He 30 0 0 05 May 2025
Always Skip Attention Yiping Ji Hemanth Saratchandran Peyman Moghaddam Simon Lucey 148 0 0 04 May 2025
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization Wenchuan Wang Mengqi Huang Yijing Tu Zhendong Mao VGen 69 0 0 04 May 2025
RayZer: A Self-supervised Large View Synthesis Model Hanwen Jiang Hao Tan Peng Wang Haian Jin Yue Zhao ... Kai Zhang Fujun Luan Kalyan Sunkavalli Qixing Huang Georgios Pavlakos 68 0 0 01 May 2025
JointDiT: Enhancing RGB-Depth Joint Modeling with Diffusion Transformers Kwon Byung-Ki Qi Dai Lee Hyoseok Chong Luo Tae-Hyun Oh 71 0 0 01 May 2025
ReVision: High-Quality, Low-Cost Video Generation with Explicit 3D Physics Modeling for Complex Motion and Interaction Qihao Liu Ju He Qihang Yu Liang-Chieh Chen Alan Yuille DiffM VGen 78 0 0 30 Apr 2025
VividListener: Expressive and Controllable Listener Dynamics Modeling for Multi-Modal Responsive Interaction Shiying Li Xingqun Qi Bingkun Yang Chen Weile Zezhao Tian Muyi Sun Qifeng Liu Man Zhang Zhenan Sun 59 0 0 30 Apr 2025
GarmentDiffusion: 3D Garment Sewing Pattern Generation with Multimodal Diffusion Transformers Xinyu Li Qi Yao Y. Wang DiffM 48 0 0 30 Apr 2025
Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision Weicai Yan Wang Lin Zirun Guo Ye Wang Fangming Feng Xiaoda Yang Z. Wang Tao Jin DiffM 123 2 0 30 Apr 2025
AGHI-QA: A Subjective-Aligned Dataset and Metric for AI-Generated Human Images Yunhao Li Sijing Wu Wei Sun Zhichao Zhang Yucheng Zhu Zicheng Zhang Huiyu Duan Xiongkuo Min Guangtao Zhai EGVM 90 0 0 30 Apr 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 77 0 0 30 Apr 2025
GarmentX: Autoregressive Parametric Representations for High-Fidelity 3D Garment Generation Jingfeng Guo J. Chen Weikai Chen Zhenyu Sun Lanjiong Li Baozhu Zhao Lingting Zhu X. Wang Qi Liu 3DH 80 0 0 29 Apr 2025
ISDrama: Immersive Spatial Drama Generation through Multimodal Prompting Y. Zhang Wenxiang Guo Changhao Pan Z. Zhu Tao Jin Zhou Zhao VGen 54 0 0 29 Apr 2025
ADiff4TPP: Asynchronous Diffusion Models for Temporal Point Processes Amartya Mukherjee Ruizhi Deng He Zhao Yuzhen Mao Leonid Sigal Frederick Tung DiffM AI4TS 53 0 0 29 Apr 2025
X-Fusion: Introducing New Modality to Frozen Large Language Models Sicheng Mo Thao Nguyen Xun Huang Siddharth Srinivasan Iyer Yijun Li ... Eli Shechtman Krishna Kumar Singh Yong Jae Lee Bolei Zhou Yuheng Li 77 0 0 29 Apr 2025
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer Zechuan Zhang Ji Xie Yu Lu Zongxin Yang Y. Yang DiffM 97 1 0 29 Apr 2025
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception Yuanchen Wu Lu Zhang Hang Yao Junlong Du Ke Yan Shouhong Ding Yunsheng Wu X. Li MLLM 71 0 0 29 Apr 2025
LIRM: Large Inverse Rendering Model for Progressive Reconstruction of Shape, Materials and View-dependent Radiance Fields Zhengqin Li Dilin Wang Ka Chen Zhaoyang Lv Thu Nguyen-Phuoc ... Yufeng Zhu Carl S. Marshall Yufeng Ren Richard A. Newcombe Zhao Dong 3DV 83 0 0 28 Apr 2025
CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition Quynh Phung Long Mai Fabian Caba Heilbron Feng Liu Jia-Bin Huang Cusuh Ham DiffM VGen CoGe 108 0 0 28 Apr 2025
Flow Along the K-Amplitude for Generative Modeling Weitao Du Shuning Chang Jiasheng Tang Yu Rong F. Wang Shengchao Liu 51 0 0 27 Apr 2025
Learning to Drive from a World Model Mitchell Goff Greg Hogan George Hotz Armand du Parc Locmaria Kacper Raczy Harald Schäfer Adeeb Shihadeh Weixing Zhang Yassine Yousfi 39 0 0 27 Apr 2025
CLR-Wire: Towards Continuous Latent Representations for 3D Curve Wireframe Generation Xueqi Ma Y. Liu Tianlong Gao Q. Huang Hui Huang 3DV AI4CE 42 0 0 27 Apr 2025
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation Gérome Andry François Rozet Sacha Lewin Omer Rochman Victor Mangeleer Matthias Pirlet Elise Faulx Marilaure Grégoire Gilles Louppe AI4Cl 66 1 0 25 Apr 2025
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 102 3 0 24 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 77 0 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
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models Xu Ma Peize Sun Haoyu Ma Hao Tang Chih-Yao Ma ... Matt Feiszli Peizhao Zhang Peter Vajda Sam S. Tsai Y. Fu 68 1 0 24 Apr 2025
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 66 0 0 24 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
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