MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation

16 February 2023

Papers citing "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation"

50 / 51 papers shown

Title
ISAC: Training-Free Instance-to-Semantic Attention Control for Improving Multi-Instance Generation Sanghyun Jo Wooyeol Lee Ziseok Lee Kyungsu Kim 244 0 0 27 May 2025
Creatively Upscaling Images with Global-Regional Priors Yurui Qian Qi Cai Yingwei Pan Ting Yao Tao Mei DiffM 86 0 0 22 May 2025
HCMA: Hierarchical Cross-model Alignment for Grounded Text-to-Image Generation Hang Wang Zhi-Qi Cheng Chenhao Lin Chao Shen Lei Zhang DiffM 50 0 0 10 May 2025
InstanceGen: Image Generation with Instance-level Instructions Etai Sella Yanir Kleiman Hadar Averbuch-Elor 40 0 0 08 May 2025
ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation Yunhong Min Daehyeon Choi Kyeongmin Yeo Jihyun Lee Minhyuk Sung 72 0 0 28 Mar 2025
SyncSDE: A Probabilistic Framework for Diffusion Synchronization Hyunjun Lee Hyunsoo Lee Sookwan Han DiffM 74 0 0 27 Mar 2025
Unconditional Priors Matter! Improving Conditional Generation of Fine-Tuned Diffusion Models Prin Phunyaphibarn Phillip Y. Lee Jaihoon Kim Minhyuk Sung DiffM 102 0 0 26 Mar 2025
ICE: Intrinsic Concept Extraction from a Single Image via Diffusion Models Fernando Julio Cendra Kai Han VLM 67 0 0 25 Mar 2025
MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space Lixing Xiao Shunlin Lu Huaijin Pi Ke Fan Liang Pan Yueer Zhou Ziyong Feng Xiaowei Zhou Sida Peng Jingbo Wang DiffM VGen 68 6 0 19 Mar 2025
MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments Zhixuan Liu H. Zhu R. Chen Jonathan M Francis Soonmin Hwang Jiangning Zhang Jean Oh VGen 385 0 0 18 Mar 2025
Consistent Image Layout Editing with Diffusion Models Tao Xia Yudi Zhang Ting Liu Lei Zhang DiffM 82 1 0 09 Mar 2025
LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation Shuai Yang Jing Tan Mengchen Zhang Tong Wu Yongqian Li Gordon Wetzstein Ziwei Liu Dahua Lin MDE VGen 80 7 0 24 Feb 2025
Beyond and Free from Diffusion: Invertible Guided Consistency Training Chia-Hong Hsu Shiu-hong Kao Randall Balestriero 3DV 91 0 0 08 Feb 2025
PAID: A Framework of Product-Centric Advertising Image Design Hongyu Chen Min Zhou Jing Jiang Jiale Chen Yang Lu Bo Xiao T. Ge Bo Zheng DiffM VLM 70 0 0 24 Jan 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 96 4 0 20 Jan 2025
Generative Omnimatte: Learning to Decompose Video into Layers Yao-Chih Lee Erika Lu Sarah Rumbley Michal Geyer Jia-Bin Huang Tali Dekel Forrester Cole DiffM VGen 120 5 0 25 Nov 2024
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs Teng Zhou Xiaoyu Zhang Yongchuan Tang MLLM DiffM 131 1 0 24 Nov 2024
KMM: Key Frame Mask Mamba for Extended Motion Generation Zeyu Zhang Hang Gao Akide Liu Qi Chen Feng Chen ... Hao Tang Zhenming Li Zhongwen Zhou Hao Tang Bohan Zhuang Mamba VGen 73 3 0 10 Nov 2024
Multi-Scale Diffusion: Enhancing Spatial Layout in High-Resolution Panoramic Image Generation Xiaoyu Zhang Teng Zhou Xinlong Zhang Jia Wei Yongchuan Tang 59 2 0 24 Oct 2024
FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling Zhengqiang Zhang Ruihuang Li Lei Zhang 52 2 0 24 Oct 2024
TopoDiffusionNet: A Topology-aware Diffusion Model Saumya Gupta Dimitris Samaras Chong Chen DiffM 77 4 0 22 Oct 2024
High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion Junhwa Hur Charles Herrmann Saurabh Saxena Janne Kontkanen Wei-Sheng Lai Yichang Shih Michael Rubinstein David J. Fleet Deqing Sun 76 0 0 15 Oct 2024
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector Jinghan Li Yuan Gao Jinda Lu Sihang Li Congcong Wen Hui Lin Xiang Wang 73 2 0 09 Oct 2024
LT3SD: Latent Trees for 3D Scene Diffusion Quan Meng Lei Li Matthias Nießner Angela Dai 126 12 0 12 Sep 2024
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation Xiaojuan Wang Boyang Zhou Brian L. Curless Ira Kemelmacher-Shlizerman Aleksander Holynski Steven M. Seitz DiffM 70 12 0 27 Aug 2024
Exploring the Potentials and Challenges of Deep Generative Models in Product Design Conception Phillip Mueller Lars Mikelsons AI4CE 54 2 0 15 Jul 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 74 3 0 28 Jun 2024
Images that Sound: Composing Images and Sounds on a Single Canvas Ziyang Chen Daniel Geng Andrew Owens DiffM 72 9 0 20 May 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 71 16 0 17 Apr 2024
MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators Shenghai Yuan Jinfa Huang Yujun Shi Yongqi Xu Ruijie Zhu Bin Lin Xinhua Cheng Li-xin Yuan Jiebo Luo VGen 107 35 0 07 Apr 2024
ResAdapter: Domain Consistent Resolution Adapter for Diffusion Models Jiaxiang Cheng Pan Xie Xin Xia Jiashi Li Jie Wu Yuxi Ren Huixia Li Xuefeng Xiao Min Zheng Lean Fu 68 12 0 04 Mar 2024
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Zhuoran Yu Chenchen Zhu Sean Culatana Raghuraman Krishnamoorthi Fanyi Xiao Yong Jae Lee 134 15 0 04 Dec 2023
ElasticDiffusion: Training-free Arbitrary Size Image Generation through Global-Local Content Separation Moayed Haji-Ali Guha Balakrishnan Vicente Ordonez 86 25 0 30 Nov 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 97 80 0 13 Apr 2023
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 105 576 0 02 Nov 2022
DiffEdit: Diffusion-based semantic image editing with mask guidance Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 103 490 0 20 Oct 2022
Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation Chaerin Kong D. Jeon Oh-Hun Kwon Nojun Kwak DiffM 33 17 0 12 Oct 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 244 737 0 29 Sep 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 55 3,786 0 26 Jul 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 280 177 0 30 Jun 2022
Blended Latent Diffusion Omri Avrahami Ohad Fried Dani Lischinski DiffM 90 377 0 06 Jun 2022
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 123 1,377 0 02 Jun 2022
Pretraining is All You Need for Image-to-Image Translation Tengfei Wang Ting Zhang Bo Zhang Hao Ouyang Dong Chen Qifeng Chen Fang Wen DiffM 216 178 0 25 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 259 6,768 0 13 Apr 2022
Pseudo Numerical Methods for Diffusion Models on Manifolds Luping Liu Yi Ren Zhijie Lin Zhou Zhao DiffM 73 632 0 20 Feb 2022
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 195 3,531 0 20 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 166 2,315 0 02 Dec 2021
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation Konpat Preechakul Nattanat Chatthee Suttisak Wizadwongsa Supasorn Suwajanakorn SyDa DiffM 93 423 0 30 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 420 1,617 0 10 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 289 4,873 0 24 Feb 2021