Title
Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers Divyansh Srivastava Xiang Zhang He Wen Chenru Wen Zhuowen Tu DiffM 26 0 0 07 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 35 0 0 05 May 2025
Improving Editability in Image Generation with Layer-wise Memory Daneul Kim Jaeah Lee Jaesik Park DiffM KELM 53 0 0 02 May 2025
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT D. Jiang Ziyu Guo Renrui Zhang Zhuofan Zong Hao Li Le Zhuo Shilin Yan Pheng-Ann Heng H. Li LRM 57 0 0 01 May 2025
Multi-Modal Language Models as Text-to-Image Model Evaluators Jiahui Chen Candace Ross Reyhane Askari Hemmat Koustuv Sinha Melissa Hall M. Drozdzal Adriana Romero-Soriano EGVM 60 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 59 0 0 01 May 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 89 1 0 29 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 103 0 0 23 Apr 2025
RealCam-Vid: High-resolution Video Dataset with Dynamic Scenes and Metric-scale Camera Movements Guangcong Zheng Teng Li Xianpan Zhou Xi Li VGen 3DV 56 1 0 11 Apr 2025
Marmot: Multi-Agent Reasoning for Multi-Object Self-Correcting in Improving Image-Text Alignment Jiayang Sun H. Wang Jie Cao Huaibo Huang R. He DiffM 68 0 0 10 Apr 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 78 0 0 26 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 50 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 62 0 0 20 Mar 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality Zhengyao Lv Chenyang Si Junhao Song Zhenyu Yang Yu Qiao Ziwei Liu Kwan-Yee K. Wong VGen DiffM 76 7 0 13 Mar 2025
FlowTok: Flowing Seamlessly Across Text and Image Tokens Ju He Qihang Yu Qihao Liu Liang-Chieh Chen 64 0 0 13 Mar 2025
Reangle-A-Video: 4D Video Generation as Video-to-Video Translation Hyeonho Jeong Suhyeon Lee Jong Chul Ye VGen 69 0 0 12 Mar 2025
LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding Shen Zhang Yaning Tan Siyuan Liang Zhaowei Chen Linze Li ... Shuheng Li Zhenyu Zhao Caihua Chen Jiajun Liang Yao Tang 51 0 0 06 Mar 2025
Zero-Shot Head Swapping in Real-World Scenarios S. Jeong Taewoong Kang Hyojin Jang Jaegul Choo 34 0 0 02 Mar 2025
Accelerating Diffusion Transformers with Token-wise Feature Caching Chang Zou Xuyang Liu Ting Liu Siteng Huang Linfeng Zhang 47 13 0 20 Feb 2025
MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation Sihyun Yu Meera Hahn Dan Kondratyuk Jinwoo Shin Agrim Gupta José Lezama Irfan Essa David A. Ross Jonathan Huang DiffM VGen 67 0 0 18 Feb 2025
Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model Guoqing Ma Haoyang Huang K. Yan L. Chen Nan Duan ... Y. Wang Yuanwei Lu Yu-Cheng Chen Yu-Juan Luo Y. Luo DiffM VGen 145 14 0 14 Feb 2025
I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models Zhenxing Mi Kuan-Chieh Jackson Wang Guocheng Qian Hanrong Ye Runtao Liu Sergey Tulyakov Kfir Aberman Dan Xu LRM 42 0 0 12 Feb 2025
DiffSplat: Repurposing Image Diffusion Models for Scalable Gaussian Splat Generation Chenguo Lin Panwang Pan Bangbang Yang Zeming Li Yadong Mu 3DGS 67 7 0 28 Jan 2025
Accelerate High-Quality Diffusion Models with Inner Loop Feedback M. Gwilliam Han Cai Di Wu Abhinav Shrivastava Zhiyu Cheng 90 0 0 22 Jan 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network Hongjun Wang Wonmin Byeon Jiarui Xu Jinwei Gu Ka Chun Cheung Xiaolong Wang Kai Han Jan Kautz Sifei Liu 51 0 0 21 Jan 2025
EXION: Exploiting Inter- and Intra-Iteration Output Sparsity for Diffusion Models Jaehoon Heo Adiwena Putra Jieon Yoon Sungwoong Yune Hangyeol Lee Ji-Hoon Kim Joo-Young Kim DiffM 53 1 0 10 Jan 2025
ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling Chaojie Mao J. Zhang Yulin Pan Zeyinzi Jiang Zhen Han Yu Liu Jingren Zhou DiffM 34 15 0 05 Jan 2025
Towards Precise Scaling Laws for Video Diffusion Transformers Yuanyang Yin Yaqi Zhao Mingwu Zheng Ke Lin Jiarong Ou ... Pengfei Wan Di Zhang Baoqun Yin Wentao Zhang Kun Gai 115 2 0 03 Jan 2025
VidTwin: Video VAE with Decoupled Structure and Dynamics Yuchi Wang Junliang Guo Xinyi Xie Tianyu He Xu Sun Jiang Bian DRL VGen 73 3 0 23 Dec 2024
Dora: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders Rui Chen Jianfeng Zhang Yixun Liang Guan Luo Weiyu Li Jiarui Liu Xiu Li Xiaoxiao Long Jiashi Feng P. Tan 63 10 0 23 Dec 2024
Next Patch Prediction for Autoregressive Visual Generation Yatian Pang Peng Jin Shuo Yang Bin Lin Bin Zhu ... Liuhan Chen Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan 120 8 0 19 Dec 2024
F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration Lu Liu Huiyu Duan Qiang Hu Liu Yang Chunlei Cai Tianxiao Ye Huayu Liu Xiaoyun Zhang Guangtao Zhai EGVM 92 1 0 17 Dec 2024
Wonderland: Navigating 3D Scenes from a Single Image Hanwen Liang Junli Cao Vidit Goel Guocheng Qian Sergei Korolev Demetri Terzopoulos Konstantinos N. Plataniotis Sergey Tulyakov Jian Ren VGen 125 11 0 16 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 107 2 0 14 Dec 2024
Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models Andreas Müller Denis Lukovnikov Jonas Thietke Asja Fischer Erwin Quiring AAML WIGM 91 4 0 04 Dec 2024
Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation Zilyu Ye Zhiyang Chen Tiancheng Li Zemin Huang Weijian Luo Guo-jun Qi DiffM 72 4 0 02 Dec 2024
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis Hyojun Go Byeongjun Park Jiho Jang Jin-Young Kim Soonwoo Kwon Changick Kim 3DGS 111 2 0 25 Nov 2024
On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models Tariq Berrada Ifriqi Pietro Astolfi Melissa Hall Reyhane Askari Hemmat Yohann Benchetrit ... Matthew Muckley Karteek Alahari Adriana Romero Soriano Jakob Verbeek M. Drozdzal AI4CE VLM 45 3 0 05 Nov 2024
Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models Arash Marioriyad Parham Rezaei M. Baghshah M. Rohban CoGe 54 0 0 30 Oct 2024
Progressive Compositionality in Text-to-Image Generative Models Xu Han Linghao Jin Xiaofeng Liu Paul Pu Liang CoGe 93 2 0 22 Oct 2024
TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration Yiwei Guo Shaobin Zhuang Kunchang Li Yu Qiao Yali Wang VLM CLIP 21 0 0 16 Oct 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Muyang Li Ligeng Zhu Y. Lu Song Han VLM 26 48 0 14 Oct 2024
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective Xiangru Zhu Penglei Sun Yaoxian Song Yanghua Xiao Zhixu Li Chengyu Wang Jun Huang Bei Yang Xiaoxiao Xu EGVM 81 1 0 14 Oct 2024
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion Onkar Susladkar Jishu Sen Gupta Chirag Sehgal Sparsh Mittal Rekha Singhal DiffM VGen 33 0 0 10 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 65 59 0 09 Oct 2024
Revealing Directions for Text-guided 3D Face Editing Zhuo Chen Yichao Yan Sehngqi Liu Yuhao Cheng Weiming Zhao Lincheng Li Mengxiao Bi Xiaokang Yang DiffM 30 0 0 07 Oct 2024
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing Haotian Sun Tao Lei Bowen Zhang Yanghao Li Haoshuo Huang Ruoming Pang Bo Dai Nan Du DiffM MoE 73 5 0 02 Oct 2024
Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction Jing He Haodong Li Wei Yin Yixun Liang Leheng Li Kaiqiang Zhou Hongbo Zhang Bingbing Liu Ying-Cong Chen DiffM VLM 41 38 0 26 Sep 2024
CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models Zheng Chong Xiao Dong Haoxiang Li Shiyue Zhang Wenqing Zhang Xujie Zhang Hanqing Zhao D. Jiang Xiaodan Liang DiffM 45 17 0 21 Jul 2024
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 52 11 0 17 Jul 2024

PixArt-ααα: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Papers citing "PixArt-$α$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis"

PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis