ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise
Optimization

ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

6 June 2024

Shyamgopal Karthik

Alexey Dosovitskiy

Papers citing "ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization"

13 / 13 papers shown

Title
Scalable Ranked Preference Optimization for Text-to-Image Generation Shyamgopal Karthik Huseyin Coskun Zeynep Akata Sergey Tulyakov J. Ren Anil Kag EGVM 30 4 0 23 Oct 2024
Progressive Compositionality in Text-to-Image Generative Models Xu Han Linghao Jin Xiaofeng Liu Paul Pu Liang CoGe 66 2 0 22 Oct 2024
Aligning Diffusion Models by Optimizing Human Utility Shufan Li Konstantinos Kallidromitis Akash Gokul Yusuke Kato Kazuki Kozuka 66 7 0 06 Apr 2024
Social Reward: Evaluating and Enhancing Generative AI through Million-User Feedback from an Online Creative Community Arman Isajanyan Artur Shatveryan David Kocharyan Zhangyang Wang Humphrey Shi EGVM 26 4 0 15 Feb 2024
Implicit Diffusion: Efficient Optimization through Stochastic Sampling Pierre Marion Anna Korba Peter Bartlett Mathieu Blondel Valentin De Bortoli Arnaud Doucet Felipe Llinares-López Courtney Paquette Quentin Berthet 44 3 0 08 Feb 2024
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 105 65 0 30 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 120 138 0 28 Nov 2023
Manifold Preserving Guided Diffusion Yutong He Naoki Murata Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka ... Wei-Hsiang Liao Yuki Mitsufuji J. Zico Kolter Ruslan Salakhutdinov Stefano Ermon DiffM 85 17 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 138 163 0 02 May 2023
Generating images of rare concepts using pre-trained diffusion models Dvir Samuel Rami Ben-Ari Simon Raviv N. Darshan Gal Chechik 103 22 0 27 Apr 2023
End-to-End Diffusion Latent Optimization Improves Classifier Guidance Bram Wallace Akash Gokul Stefano Ermon Nikhil Naik 94 53 0 23 Mar 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 370 2,713 0 28 Jan 2022
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 205 9,999 0 18 May 2015