Scalable Diffusion Models with Transformers

19 December 2022

Papers citing "Scalable Diffusion Models with Transformers"

50 / 463 papers shown

Title
Template-Free Single-View 3D Human Digitalization with Diffusion-Guided LRM Zhenzhen Weng Jingyuan Liu Hao Tan Zhan Xu Yang Zhou Serena Yeung-Levy Jimei Yang 3DH 37 8 0 22 Jan 2024
Object-Centric Diffusion for Efficient Video Editing Kumara Kahatapitiya Adil Karjauv Davide Abati Fatih Porikli Yuki M. Asano A. Habibian VGen 37 12 0 11 Jan 2024
Latte: Latent Diffusion Transformer for Video Generation Xin Ma Yaohui Wang Gengyun Jia Xinyuan Chen Z. Liu Yuan-Fang Li Cunjian Chen Yu Qiao DiffM VGen 125 233 0 05 Jan 2024
Continuous Diffusion for Mixed-Type Tabular Data Markus Mueller Kathrin Gruber Dennis Fok DiffM 53 5 0 16 Dec 2023
Photorealistic Video Generation with Diffusion Models Agrim Gupta Lijun Yu Kihyuk Sohn Xiuye Gu Meera Hahn Fei-Fei Li Irfan Essa Lu Jiang José Lezama VGen 49 174 0 11 Dec 2023
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Zhongang Qi Ming-Ming Cheng Ying Shan DiffM 48 187 0 07 Dec 2023
Analyzing and Improving the Training Dynamics of Diffusion Models Tero Karras M. Aittala J. Lehtinen Janne Hellsten Timo Aila S. Laine 28 155 0 05 Dec 2023
DiffiT: Diffusion Vision Transformers for Image Generation Ali Hatamizadeh Jiaming Song Guilin Liu Jan Kautz Arash Vahdat 26 66 0 04 Dec 2023
TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models Yushi Huang Ruihao Gong Jing Liu Tianlong Chen Xianglong Liu DiffM MQ 22 37 0 27 Nov 2023
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model Yinghao Xu Hao Tan Fujun Luan Sai Bi Peng Wang ... Zifan Shi Kalyan Sunkavalli Gordon Wetzstein Zexiang Xu Kai Zhang 37 153 0 15 Nov 2023
Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction Model Jiahao Li Hao Tan Kai Zhang Zexiang Xu Fujun Luan Yinghao Xu Yicong Hong Kalyan Sunkavalli Greg Shakhnarovich Sai Bi 50 254 0 10 Nov 2023
Improved DDIM Sampling with Moment Matching Gaussian Mixtures Prasad Gabbur DiffM 27 1 0 08 Nov 2023
Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images Yingzhi Tang Qijian Zhang Junhui Hou Yebin Liu 3DPC 3DH 93 2 0 06 Nov 2023
Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness Boya Zhang Weijian Luo Zhihua Zhang 34 10 0 28 Oct 2023
Online Detection of AI-Generated Images David C. Epstein Ishan Jain Oliver Wang Richard Y. Zhang 27 53 0 23 Oct 2023
Matryoshka Diffusion Models Jiatao Gu Shuangfei Zhai Yizhen Zhang Joshua M. Susskind Navdeep Jaitly DiffM 16 43 0 23 Oct 2023
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers Takeru Miyato Bernhard Jaeger Max Welling Andreas Geiger ViT 39 14 0 16 Oct 2023
Scene Graph Conditioning in Latent Diffusion Frank Fundel DiffM 34 0 0 16 Oct 2023
Assessing Robustness via Score-Based Adversarial Image Generation Marcel Kollovieh Lukas Gosch Yan Scholten Marten Lienen Leo Schwinn Stephan Günnemann DiffM 35 4 0 06 Oct 2023
GLOBER: Coherent Non-autoregressive Video Generation via GLOBal Guided Video DecodER Mingzhen Sun Weining Wang Zihan Qin Jiahui Sun Si-Qing Chen J. Liu DiffM 29 3 0 23 Sep 2023
VideoGen: A Reference-Guided Latent Diffusion Approach for High Definition Text-to-Video Generation Xin Li Wenqing Chu Ye Wu Weihang Yuan Fanglong Liu Qi Zhang Fu Li Haocheng Feng Errui Ding Jingdong Wang VGen 45 51 0 01 Sep 2023
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 114 35 0 29 Aug 2023
Audio is all in one: speech-driven gesture synthetics using WavLM pre-trained model Fan Zhang Naye Ji Fuxing Gao Siyuan Zhao Zhaohan Wang Shunman Li 24 0 0 11 Aug 2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry Yong-Hyun Park Mingi Kwon J. Choi Junghyo Jo Youngjung Uh DiffM 37 60 0 24 Jul 2023
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 45 2 0 20 Jul 2023
BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly Detection Jitao Ma Weiying Xie Yunsong Li Leyuan Fang DiffM 24 8 0 19 Jul 2023
Flow Matching in Latent Space Quan Dao Hao Phung Binh Duc Nguyen Anh Tran 37 60 0 17 Jul 2023
SVDM: Single-View Diffusion Model for Pseudo-Stereo 3D Object Detection Yuguang Shi DiffM 37 0 0 05 Jul 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 89 2,127 0 04 Jul 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 43 88 0 20 Jun 2023
EMoG: Synthesizing Emotive Co-speech 3D Gesture with Diffusion Model Li-Ping Yin Yijun Wang Tianyu He Jinming Liu Wei Zhao Bohan Li Xin Jin Jianxin Lin DiffM 24 14 0 20 Jun 2023
Masked Diffusion Models Are Fast Distribution Learners Jiachen Lei Qinglong Wang Pengyu Cheng Zhongjie Ba Zhan Qin Zhibo Wang Zhenguang Liu Kui Ren DiffM 29 2 0 20 Jun 2023
Addressing Negative Transfer in Diffusion Models Hyojun Go Jinyoung Kim Yunsung Lee Seunghyun Lee Shinhyeok Oh Hyeongdon Moon Seungtaek Choi DiffM VLM 24 24 0 01 Jun 2023
Knowledge Diffusion for Distillation Tao Huang Yuan Zhang Mingkai Zheng Shan You Fei Wang Chao Qian Chang Xu 37 50 0 25 May 2023
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech Xin Jing Yi Chang Zijiang Yang Jiang-jian Xie Andreas Triantafyllopoulos Bjoern W. Schuller 33 10 0 22 May 2023
Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? Zheng Li Yuxuan Li Penghai Zhao Renjie Song Xiang Li Jian Yang 29 19 0 22 May 2023
ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer Huadai Liu Rongjie Huang Xuan Lin Wenqiang Xu Maozong Zheng Hong Chen Jinzheng He Zhou Zhao DiffM 31 20 0 22 May 2023
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity Raman Dutt Linus Ericsson Pedro Sanchez Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 22 50 0 14 May 2023
Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images Jiatao Gu Qingzhe Gao Shuangfei Zhai Baoquan Chen Lingjie Liu J. Susskind 36 29 0 13 Apr 2023
Intriguing properties of synthetic images: from generative adversarial networks to diffusion models Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva DiffM 29 89 0 13 Apr 2023
Revisiting the Evaluation of Image Synthesis with GANs Mengping Yang Ceyuan Yang Yichi Zhang Qingyan Bai Yujun Shen Bo Dai EGVM 35 7 0 04 Apr 2023
Your Diffusion Model is Secretly a Zero-Shot Classifier Alexander C. Li Mihir Prabhudesai Shivam Duggal Ellis L Brown Deepak Pathak DiffM VLM 40 224 0 28 Mar 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 17 176 0 27 Mar 2023
PDPP: Projected Diffusion for Procedure Planning in Instructional Videos Hanlin Wang Yilu Wu Sheng Guo Limin Wang VGen DiffM 70 30 0 26 Mar 2023
DLT: Conditioned layout generation with Joint Discrete-Continuous Diffusion Layout Transformer Elad Levi Eli Brosh Mykola Mykhailych Meir Perez DiffM 45 16 0 07 Mar 2023
Unlimited-Size Diffusion Restoration Yinhuai Wang Jiwen Yu Runyi Yu Jian Zhang 48 15 0 01 Mar 2023
A Reparameterized Discrete Diffusion Model for Text Generation Lin Zheng Jianbo Yuan Lei Yu Lingpeng Kong DiffM 38 57 0 11 Feb 2023
Q-Diffusion: Quantizing Diffusion Models Xiuyu Li Yijia Liu Long Lian Hua Yang Zhen Dong Daniel Kang Shanghang Zhang Kurt Keutzer DiffM MQ 38 152 0 08 Feb 2023
Structure and Content-Guided Video Synthesis with Diffusion Models Patrick Esser Johnathan Chiu Parmida Atighehchian Jonathan Granskog Anastasis Germanidis DiffM VGen 62 506 0 06 Feb 2023
Simple diffusion: End-to-end diffusion for high resolution images Emiel Hoogeboom Jonathan Heek Tim Salimans 14 248 0 26 Jan 2023