OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data

24 May 2025

Papers citing "OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data"

35 / 35 papers shown

Title
TransAnimate: Taming Layer Diffusion to Generate RGBA Video Xuewei Chen Zhimin Chen Yiren Song VGen 91 1 0 23 Mar 2025
ConsisLoRA: Enhancing Content and Style Consistency for LoRA-based Style Transfer Bolin Chen Baoquan Zhao H. Xie Yi Cai Qing Li Xudong Mao DiffM 84 1 0 13 Mar 2025
OminiControl2: Efficient Conditioning for Diffusion Transformers Zhenxiong Tan Qiaochu Xue Xingyi Yang Songhua Liu Xinchao Wang DiffM 66 1 0 11 Mar 2025
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer Yiren Song Danze Chen Mike Zheng Shou DiffM 58 6 0 03 Feb 2025
Stable-Hair: Real-World Hair Transfer via Diffusion Model Yuxuan Zhang Qing Zhang Yiren Song Jiaming Liu DiffM 60 8 0 19 Jul 2024
ProcessPainter: Learn Painting Process from Sequence Data Yiren Song Shijie Huang Chen Yao Xiaojun Ye Hai Ci Jiaming Liu Yuxuan Zhang Mike Zheng Shou DiffM 54 8 0 10 Jun 2024
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing Ling Yang Bo-Wen Zeng Jiaming Liu Hong Li Minghao Xu Wentao Zhang Shuicheng Yan DiffM 58 11 0 23 May 2024
Hunyuan-DiT: A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding Zhimin Li Jianwei Zhang Qin Lin Jiangfeng Xiong Yanxin Long ... Wei Liu Dingyong Wang Yong Yang Jie Jiang Qinglin Lu ViT 87 105 0 14 May 2024
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation Haofan Wang Matteo Spinelli Qixun Wang Xu Bai Zekui Qin Anthony Chen DiffM 68 89 0 03 Apr 2024
Implicit Style-Content Separation using B-LoRA Yarden Frenkel Yael Vinker Ariel Shamir Daniel Cohen-Or MoMe OffRL 81 45 0 21 Mar 2024
Stable-Makeup: When Real-World Makeup Transfer Meets Diffusion Model Yuxuan Zhang Lifu Wei Qing Zhang Yiren Song DiffM 77 14 0 12 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
SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation Yuxuan Zhang Yiren Song Jiaming Liu Rui Wang Jinpeng Yu ... Huaxia Li Xu Tang Yao Hu Han Pan Zhongliang Jing 63 65 0 26 Dec 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 215 1,082 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
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Siyi Liu Xiao Han Wei Yang DiffM 67 765 0 13 Aug 2023
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning Yuwei Guo Ceyuan Yang Anyi Rao Zhengyang Liang Yaohui Wang Yu Qiao Maneesh Agrawala Dahua Lin Bo Dai VGen 60 809 0 10 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 166 2,242 0 04 Jul 2023
DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data Stephanie Fu Netanel Y. Tamir Shobhita Sundaram Lucy Chai Richard Y. Zhang Tali Dekel Phillip Isola EGVM 67 108 0 15 Jun 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 631 13,788 0 15 Mar 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou Xintao Wang Liangbin Xie Yanze Wu Shuai Liu Zhongang Qi Ying Shan Xiaohu Qie DiffM 54 999 0 16 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 70 4,015 1 10 Feb 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 66 2,182 0 19 Dec 2022
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
InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks Aleksander Holynski Alexei A. Efros DiffM 152 1,745 0 17 Nov 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 193 2,789 0 25 Aug 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
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 151 30,069 0 01 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 265 15,081 0 20 Dec 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 68 57 0 21 Oct 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations Chenlin Meng Yutong He Yang Song Jiaming Song Jiajun Wu Jun-Yan Zhu Stefano Ermon DiffM 107 1,467 0 02 Aug 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 82 1,512 0 18 Apr 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
Multi-modal Attention for Speech Emotion Recognition Zexu Pan Zhaojie Luo Jichen Yang Haizhou Li CVBM 47 74 0 09 Sep 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 299 17,550 0 19 Jun 2020