Training-free Stylized Text-to-Image Generation with Fast Inference

25 May 2025

Papers citing "Training-free Stylized Text-to-Image Generation with Fast Inference"

42 / 42 papers shown

Title
Hier-SLAM++: Neuro-Symbolic Semantic SLAM with a Hierarchically Categorical Gaussian Splatting Boying Li Vuong Chi Hao Peter Stuckey Ian Reid H. Rezatofighi 108 2 0 24 Feb 2025
Z-STAR+: A Zero-shot Style Transfer Method via Adjusting Style Distribution Yingying Deng Xiangyu He Fan Tang Weiming Dong DiffM 75 1 0 28 Nov 2024
Hier-SLAM: Scaling-up Semantics in SLAM with a Hierarchically Categorical Gaussian Splatting Boying Li Zhixi Cai Yuan-Fang Li Ian Reid H. Rezatofighi 73 7 0 19 Sep 2024
ZePo: Zero-Shot Portrait Stylization with Faster Sampling Jin Liu Huaibo Huang Jie Cao Ran He DiffM 60 1 0 10 Aug 2024
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian Yi Jiang Zehuan Yuan Bingyue Peng Liwei Wang VGen 80 281 0 03 Apr 2024
DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations Tianhao Qi Shancheng Fang Yanze Wu Hongtao Xie Jiawei Liu Lang Chen Qian He Yongdong Zhang DiffM 44 37 0 11 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 210 1,244 0 05 Mar 2024
Latte: Latent Diffusion Transformer for Video Generation Xin Ma Yaohui Wang Gengyun Jia Xinyuan Chen Ziqiang Liu Yuan-Fang Li Cunjian Chen Yu Qiao DiffM VGen 163 252 0 05 Jan 2024
Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer Jiwoo Chung Sangeek Hyun Jae-Pil Heo DiffM 59 90 0 11 Dec 2023
InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser Xing Cui Zekun Li Peipei Li Huaibo Huang Xuannan Liu Zhaofeng He DiffM 62 9 0 25 Nov 2023
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs Viraj Shah Nataniel Ruiz Forrester Cole Erika Lu Svetlana Lazebnik Yuanzhen Li Varun Jampani DiffM 85 107 0 22 Nov 2023
SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction Xinyuan Chen Yaohui Wang Lingjun Zhang Shaobin Zhuang Xin Ma Jiashuo Yu Yali Wang Dahua Lin Yu Qiao Ziwei Liu VGen DiffM 32 137 0 31 Oct 2023
Improved Techniques for Training Consistency Models Yang Song Prafulla Dhariwal 49 164 0 22 Oct 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 70 414 0 30 Sep 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 166 2,242 0 04 Jul 2023
Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification Rui Wang Peipei Li Huaibo Huang Chunshui Cao Ran He Zhaofeng He 38 14 0 24 Jun 2023
StyleDrop: Text-to-Image Generation in Any Style Kihyuk Sohn Nataniel Ruiz Kimin Lee Daniel Castro Chin Irina Blok ... Yuanzhen Li Yuan Hao Irfan Essa Michael Rubinstein Dilip Krishnan 36 147 0 01 Jun 2023
Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer Hao Tang Songhua Liu Tianwei Lin Shaoli Huang Fu Li Dongliang He Xinchao Wang 76 11 0 24 Apr 2023
MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing Ming Cao Xintao Wang Zhongang Qi Ying Shan Xiaohu Qie Yinqiang Zheng DiffM 55 448 0 17 Apr 2023
Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery Yuxin Wen Neel Jain John Kirchenbauer Micah Goldblum Jonas Geiping Tom Goldstein VLM DiffM 61 265 1 07 Feb 2023
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 118 855 0 08 Dec 2022
EDICT: Exact Diffusion Inversion via Coupled Transformations Bram Wallace Akash Gokul Nikhil Naik DiffM 41 181 0 22 Nov 2022
Null-text Inversion for Editing Real Images using Guided Diffusion Models Ron Mokady Amir Hertz Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 55 537 0 17 Nov 2022
S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window Attention Chi Zhang Lu Zhou Lei Wang Zaiyan Dai Jun Yang ViT 57 26 0 22 Oct 2022
Fine-Grained Image Style Transfer with Visual Transformers Jianbo Wang Huan Yang Jianlong Fu T. Yamasaki B. Guo ViT 76 14 0 11 Oct 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 128 1,746 0 02 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 86 1,837 0 02 Aug 2022
Quality Evaluation of Arbitrary Style Transfer: Subjective Study and Objective Metric Hangwei Chen F. Shao Xiongli Chai Yuese Gu Qiuping Jiang Xiangchao Meng Yo-Sung Ho 53 20 0 01 Aug 2022
CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer Zijie Wu Zhen Zhu Junping Du Xiang Bai 88 86 0 11 Jul 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 286 5,904 0 23 May 2022
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning Yuxin Zhang Fan Tang Weiming Dong Haibin Huang Chongyang Ma Tong-Yee Lee Changsheng Xu 116 158 0 19 May 2022
Contrastive Attention Network with Dense Field Estimation for Face Completion Xin Ma Xiaoqiang Zhou Huaibo Huang Gengyun Jia Z. Chai Xiaolin K. Wei 3DH CVBM 34 17 0 20 Dec 2021
AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer Songhua Liu Tianwei Lin Dongliang He Fu Li Meiling Wang Xin Li Zhengxing Sun Qian Li Errui Ding 126 305 0 08 Aug 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 235 10,099 0 17 Jun 2021
StyTr $^2$ : Image Style Transfer with Transformers Yingying Deng Fan Tang Weiming Dong Chongyang Ma Xingjia Pan Lei Wang Changsheng Xu ViT 57 264 0 30 May 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 681 28,659 0 26 Feb 2021
Free-Form Image Inpainting via Contrastive Attention Network Xin Ma Xiaoqiang Zhou Huaibo Huang Z. Chai Xiaolin K. Wei Ran He 31 8 0 29 Oct 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 147 7,166 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 299 17,550 0 19 Jun 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 212 10,591 0 17 Feb 2020
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 453 129,831 0 12 Jun 2017
Universal Style Transfer via Feature Transforms Yijun Li Chen Fang Jimei Yang Zhaowen Wang Xin Lu Ming-Hsuan Yang DiffM 87 985 0 23 May 2017