Distilling Diffusion Models into Conditional GANs

9 May 2024

Jun-Yan Zhu

Papers citing "Distilling Diffusion Models into Conditional GANs"

31 / 31 papers shown

Title
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 25 0 0 02 May 2025
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 26 0 0 15 Apr 2025
Distilling Multi-view Diffusion Models into 3D Generators Hao Qin Luyuan Chen Ming Kong Mengxu Lu Qiang Zhu 3DGS 64 0 0 01 Apr 2025
In the Blink of an Eye: Instant Game Map Editing using a Generative-AI Smart Brush Vitaly Gnatyuk Valeriia Koriukina Ilya Levoshevich Pavel Nurminskiy Guenter Wallner 35 0 0 25 Mar 2025
Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities Ruchika Chavhan Abhinav Mehrotra Malcolm Chadwick Alberto Gil C. P. Ramos Luca Morreale Mehdi Noroozi Sourav Bhattacharya 44 0 0 14 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 77 1 0 13 Mar 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation Junsong Chen Shuchen Xue Yuyang Zhao Jincheng Yu Sayak Paul Junyu Chen Han Cai E. Xie Song Han VLM 64 1 0 12 Mar 2025
Balanced Image Stylization with Style Matching Score Yuxin Jiang Liming Jiang Shuai Yang Jia-Wei Liu Ivor Tsang Mike Zheng Shou DiffM 39 0 0 10 Mar 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories Huiyang Shao Xin Xia Y. Yang Yuxi Ren Xing Wang Xuefeng Xiao 54 1 0 10 Mar 2025
Improved Training Technique for Latent Consistency Models Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 60 3 0 03 Feb 2025
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models Tianwei Yin Qiang Zhang Richard Zhang William T. Freeman F. Durand Eli Shechtman Xun Huang VGen DiffM 79 11 0 10 Dec 2024
SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance Viet-Anh Nguyen A. Nguyen T. Dao K. Nguyen Cuong Pham Toan M. Tran Anh Tran DiffM 65 0 0 03 Dec 2024
Boosting Latent Diffusion with Perceptual Objectives Tariq Berrada Pietro Astolfi Jakob Verbeek Melissa Hall Marton Havasi M. Drozdzal Yohann Benchetrit Adriana Romero Soriano Karteek Alahari 38 0 0 06 Nov 2024
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference Zheng Zhan Yushu Wu Yifan Gong Zichong Meng Zhenglun Kong Changdi Yang Geng Yuan Pu Zhao Wei Niu Yanzhi Wang VGen 31 4 0 02 Nov 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 65 59 0 09 Oct 2024
Presto! Distilling Steps and Layers for Accelerating Music Generation Zachary Novack Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 45 4 0 07 Oct 2024
LVCD: Reference-based Lineart Video Colorization with Diffusion Models Zhitong Huang Mohan Zhang Jing Liao DiffM VGen 46 10 0 19 Sep 2024
InstantDrag: Improving Interactivity in Drag-based Image Editing Joonghyuk Shin Daehyeon Choi Jaesik Park DiffM 41 0 0 13 Sep 2024
Diffusion Model for Planning: A Systematic Literature Review Toshihide Ubukata Jialong Li Kenji Tei DiffM MedIm 41 6 0 16 Aug 2024
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning Zhongjie Duan Wenmeng Zhou Cen Chen Yaliang Li Weining Qian VGen DiffM 30 2 0 20 Jun 2024
You Only Sample Once: Taming One-Step Text-to-Image Synthesis by Self-Cooperative Diffusion GANs Yihong Luo Xiaolong Chen Xinghua Qu Jing Tang 40 6 0 19 Mar 2024
One-step Diffusion with Distribution Matching Distillation Tianwei Yin Michael Gharbi Richard Zhang Eli Shechtman Frédo Durand William T. Freeman Taesung Park DiffM 124 215 0 30 Nov 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 326 0 28 Nov 2023
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets A. Blattmann Tim Dockhorn Sumith Kulal Daniel Mendelevitch Maciej Kilian ... Zion English Vikram S. Voleti Adam Letts Varun Jampani Robin Rombach VGen 150 985 0 25 Nov 2023
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs Yanwu Xu Yang Zhao Zhisheng Xiao Tingbo Hou 129 105 0 14 Nov 2023
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module Simian Luo Yiqin Tan Suraj Patil Daniel Gu Patrick von Platen Apolinário Passos Longbo Huang Jian Li Hang Zhao MoMe 108 139 0 09 Nov 2023
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 485 0 01 Feb 2022
Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed Eric Luhman Troy Luhman DiffM 184 256 0 07 Jan 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,183 0 30 Oct 2016