InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization

6 April 2024

Papers citing "InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization"

25 / 25 papers shown

Title
Text-to-Image Alignment in Denoising-Based Models through Step Selection P. Grimal Hervé Le Borgne Olivier Ferret DiffM EGVM 48 0 0 24 Apr 2025
Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing Joowon Kim Ziseok Lee Donghyeon Cho Sanghyun Jo Y. Jung Kyungsu Kim Eunho Yang DiffM 34 0 0 18 Apr 2025
ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation Yunhong Min Daehyeon Choi Kyeongmin Yeo Jihyun Lee Minhyuk Sung 49 0 0 28 Mar 2025
Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis Woojung Han Yeonkyung Lee Chanyoung Kim Kwanghyun Park Seong Jae Hwang DiffM 60 0 0 28 Mar 2025
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing Jaihoon Kim Taehoon Yoon Jisung Hwang Minhyuk Sung DiffM 51 1 0 25 Mar 2025
Towards Transformer-Based Aligned Generation with Self-Coherence Guidance Shulei Wang Wang Lin Hai Huang Hanting Wang Sihang Cai ... Tao Jin Jingyuan Chen Jiacheng Sun Jieming Zhu Zhou Zhao DiffM 55 2 0 22 Mar 2025
ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos Haolin Yang Feilong Tang Ming Hu Yulong Li Junjie Guo Yexin Liu Zelin Peng Junjun He Zongyuan Ge VGen DiffM 94 0 0 20 Mar 2025
Fine-Grained Alignment and Noise Refinement for Compositional Text-to-Image Generation Amir Mohammad Izadi Seyed Mohsen Hosseini Soroush Vafaie Tabar Ali Abdollahi Armin Saghafian M. Baghshah EGVM 40 0 0 09 Mar 2025
DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling Xin Xie Dong Gong 82 1 0 01 Dec 2024
Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects Weimin Qiu Jieke Wang Meng Tang DiffM 76 0 0 28 Nov 2024
Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation Tianyi Wei Dongdong Chen Yifan Zhou Xingang Pan EGVM 77 2 0 27 Nov 2024
Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis Boming Miao C. Li X. U. Wang Andi Zhang Rui Sun Zizhe Wang Yao Zhu DiffM 64 0 0 25 Nov 2024
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model Ryugo Morita Stanislav Frolov Brian B. Moser Takahiro Shirakawa Ko Watanabe Andreas Dengel Jinjia Zhou DiffM 77 0 0 23 Nov 2024
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis Taihang Hu Linxuan Li Joost van de Weijer Hongcheng Gao Fahad Shahbaz Khan Jian Yang Ming-Ming Cheng Kai Wang Yaxing Wang DiffM 43 4 0 11 Nov 2024
GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation Phillip Y. Lee Taehoon Yoon Minhyuk Sung 42 1 1 27 Oct 2024
AFlow: Automating Agentic Workflow Generation Jiayi Zhang Jinyu Xiang Zhaoyang Yu Fengwei Teng Xionghui Chen ... Jinlin Wang Bingnan Zheng Bang Liu Yuyu Luo Chenglin Wu AIFin AI4CE 18 30 0 14 Oct 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 37 11 0 11 Sep 2024
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization Zipeng Qi Lichen Bai Haoyi Xiong Zeke Xie DiffM 33 17 0 19 Jul 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization L. Eyring Shyamgopal Karthik Karsten Roth Alexey Dosovitskiy Zeynep Akata 74 16 0 06 Jun 2024
The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise Yuanhao Ban Ruochen Wang Tianyi Zhou Boqing Gong Cho-Jui Hsieh Minhao Cheng DiffM 43 4 0 04 Jun 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models Katherine Xu Lingzhi Zhang Jianbo Shi 41 12 0 23 May 2024
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 515 0 02 Jan 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,010 0 28 Jan 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018