Not All Noises Are Created Equally:Diffusion Noise Selection and
Optimization

Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization

19 July 2024

Lichen Bai

Haoyi Xiong

Zeke Xie

Papers citing "Not All Noises Are Created Equally:Diffusion Noise Selection and Optimization"

15 / 15 papers shown

Title
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability L. Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Y. Liu Y. Wang Jian Yang DiffM 52 0 0 06 May 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning Le Zhuo Liangbing Zhao Sayak Paul Yue Liao Renrui Zhang Yi Xin Peng Gao Mohamed Elhoseiny H. Li VLM 63 0 0 22 Apr 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
Language-based Image Colorization: A Benchmark and Beyond Y. Li Shuai Yang Jiaying Liu DiffM VLM 46 0 0 19 Mar 2025
Text Embedding is Not All You Need: Attention Control for Text-to-Image Semantic Alignment with Text Self-Attention Maps Jeeyung Kim Erfan Esmaeili Qiang Qiu DiffM 81 1 0 21 Nov 2024
Bag of Design Choices for Inference of High-Resolution Masked Generative Transformer Shitong Shao Zikai Zhou Tian Ye Lichen Bai Zhiqiang Xu Zeke Xie DiffM 44 0 0 16 Nov 2024
SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation Jaehong Yoon Shoubin Yu Vaidehi Patil Huaxiu Yao Mohit Bansal 62 14 0 16 Oct 2024
IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis Shitong Shao Zikai Zhou Lichen Bai Haoyi Xiong Zeke Xie VGen 43 1 0 05 Oct 2024
ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation Rinon Gal Adi Haviv Yuval Alaluf Amit H. Bermano Daniel Cohen-Or Gal Chechik DiffM 21 3 0 02 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
Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation Haofeng Liu Chenshu Xu Yifei Yang Lihua Zeng Shengfeng He DiffM 38 22 0 01 Apr 2024
Layered Rendering Diffusion Model for Zero-Shot Guided Image Synthesis Zipeng Qi Guoxi Huang Zebin Huang Qin Guo Jinwen Chen ... Jian Wang Gang Zhang Lufei Liu Errui Ding Jingdong Wang DiffM 59 4 0 30 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 326 0 28 Nov 2023
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 163 345 0 02 May 2023
3DGen: Triplane Latent Diffusion for Textured Mesh Generation Anchit Gupta Wenhan Xiong Yixin Nie Anchit Gupta Barlas Oğuz DiffM 91 156 0 09 Mar 2023