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

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

6 April 2024

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

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Title
Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar SubjectsComputer Vision and Pattern Recognition (CVPR), 2024 Weimin Qiu Jieke Wang Meng Tang DiffM 371 8 0 28 Nov 2024
Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation Tianyi Wei Dongdong Chen Yifan Zhou Xingang Pan EGVM 229 10 0 27 Nov 2024
CoCoNO: Attention Contrast-and-Complete for Initial Noise Optimization in Text-to-Image Synthesis Aravindan Sundaram Ujjayan Pal Abhimanyu Chauhan Aishwarya Agarwal Srikrishna Karanam DiffM 217 5 0 25 Nov 2024
Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2024 Boming Miao Xuefei Liu Xiaobei Wang Andi Zhang Rui Sun Zizhe Wang Yao Zhu DiffM 421 3 0 25 Nov 2024
TKG-DM: Training-free Chroma Key Content Generation Diffusion ModelComputer Vision and Pattern Recognition (CVPR), 2024 Ryugo Morita Stanislav Frolov Brian B. Moser Takahiro Shirakawa Ko Watanabe Andreas Dengel Jinjia Zhou DiffM 387 4 0 23 Nov 2024
Token Merging for Training-Free Semantic Binding in Text-to-Image SynthesisNeural Information Processing Systems (NeurIPS), 2024 Taihang Hu Linxuan Li Joost van de Weijer Hongcheng Gao Fahad Shahbaz Khan Zhiqiang Wang Ming-Ming Cheng Kai Wang Yaxing Wang DiffM 338 20 0 11 Nov 2024
GrounDiT: Grounding Diffusion Transformers via Noisy Patch TransplantationNeural Information Processing Systems (NeurIPS), 2024 Phillip Y. Lee Taehoon Yoon Minhyuk Sung 285 17 1 27 Oct 2024
AFlow: Automating Agentic Workflow GenerationInternational Conference on Learning Representations (ICLR), 2024 Jiayi Zhang Jinyu Xiang Quan Shi Xinbing Liang Xionghui Chen ... Jinlin Wang Bingnan Zheng Bang Liu Yuyu Luo Chenglin Wu AIFin AI4CE 339 6 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 Bo Han 431 22 0 11 Sep 2024
Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization Zipeng Qi Lichen Bai Haoyi Xiong Zeke Xie DiffM 271 48 0 19 Jul 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise OptimizationNeural Information Processing Systems (NeurIPS), 2024 L. Eyring Shyamgopal Karthik Karsten Roth Alexey Dosovitskiy Zeynep Akata 306 63 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 228 11 0 04 Jun 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Katherine Xu Lingzhi Zhang Jianbo Shi 398 28 0 23 May 2024
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis Ming Tao Hao Tang Leilei Gan Xiaoyuan Jing Bingkun Bao Changsheng Xu 480 269 0 13 Aug 2020