ScoreFusion: Fusing Score-based Generative Models via Kullback-Leibler Barycenters

28 June 2024

Junze Tony Ye

Papers citing "ScoreFusion: Fusing Score-based Generative Models via Kullback-Leibler Barycenters"

40 / 40 papers shown

Title
On the Generalization Properties of Diffusion Models Puheng Li Zhong Li Huishuai Zhang Jiang Bian 104 32 0 13 Mar 2025
Kullback-Leibler Barycentre of Stochastic Processes S. Jaimungal Silvana M. Pesenti 52 1 0 05 Jul 2024
LLMaAA: Making Large Language Models as Active Annotators Ruoyu Zhang Yanzeng Li Yongliang Ma Ming Zhou Lei Zou 49 70 0 30 Oct 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 58 10 0 25 Jun 2023
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models Zhendong Wang Yi Ding Huangjie Zheng Peihao Wang Pengcheng He Zhangyang Wang Weizhu Chen Mingyuan Zhou 55 103 0 25 Apr 2023
Score Approximation, Estimation and Distribution Recovery of Diffusion Models on Low-Dimensional Data Minshuo Chen Kaixuan Huang Tuo Zhao Mengdi Wang DiffM 20 97 0 14 Feb 2023
Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation Jay Zhangjie Wu Yixiao Ge Xintao Wang Weixian Lei Yuchao Gu Yufei Shi Wynne Hsu Ying Shan Xiaohu Qie Mike Zheng Shou VGen 86 706 0 22 Dec 2022
Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation Narek Tumanyan Michal Geyer Shai Bagon Tali Dekel 108 660 0 22 Nov 2022
Null-text Inversion for Editing Real Images using Guided Diffusion Models Ron Mokady Amir Hertz Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 48 537 0 17 Nov 2022
DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 77 325 0 17 Oct 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 111 3,355 0 16 Oct 2022
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions Sitan Chen Sinho Chewi Jungshian Li Yuanzhi Li Adil Salim Anru R. Zhang DiffM 173 258 0 22 Sep 2022
Convergence of denoising diffusion models under the manifold hypothesis Valentin De Bortoli DiffM 46 161 0 10 Aug 2022
Blended Latent Diffusion Omri Avrahami Ohad Fried Dani Lischinski DiffM 90 377 0 06 Jun 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 231 5,904 0 23 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 271 6,768 0 13 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 231 15,081 0 20 Dec 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 81 933 0 29 Nov 2021
Structured Denoising Diffusion Models in Discrete State-Spaces Jacob Austin Daniel D. Johnson Jonathan Ho Daniel Tarlow Rianne van den Berg DiffM 97 900 0 07 Jul 2021
Solving Schrödinger Bridges via Maximum Likelihood Francisco Vargas Pierre Thodoroff Neil D. Lawrence A. Lamacraft OT 45 134 0 03 Jun 2021
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling Valentin De Bortoli James Thornton J. Heng Arnaud Doucet DiffM OT 65 448 0 01 Jun 2021
Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech Vadim Popov Ivan Vovk Vladimir Gogoryan Tasnima Sadekova Mikhail Kudinov DiffM 77 526 0 13 May 2021
On the Approximation Power of Two-Layer Networks of Random ReLUs Daniel J. Hsu Clayton Sanford Rocco A. Servedio Emmanouil-Vasileios Vlatakis-Gkaragkounis 29 25 0 03 Feb 2021
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting Kashif Rasul Calvin Seward Ingmar Schuster Roland Vollgraf DiffM 61 310 0 28 Jan 2021
Maximum Likelihood Training of Score-Based Diffusion Models Yang Song Conor Durkan Iain Murray Stefano Ermon DiffM 85 642 0 22 Jan 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 248 6,293 0 26 Nov 2020
Model Fusion with Kullback--Leibler Divergence Sebastian Claici Mikhail Yurochkin S. Ghosh Justin Solomon FedML MoMe 38 34 0 13 Jul 2020
SpinalNet: Deep Neural Network with Gradual Input H. M. D. Kabir Moloud Abdar S. M. Jalali Abbas Khosravi A. Atiya S. Nahavandi D. Srinivasan AI4CE 44 133 0 07 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 254 17,550 0 19 Jun 2020
Debiased Sinkhorn barycenters H. Janati Marco Cuturi Alexandre Gramfort OT 35 57 0 03 Jun 2020
Generative Modeling with Denoising Auto-Encoders and Langevin Sampling Adam Block Youssef Mroueh Alexander Rakhlin DiffM 48 100 0 31 Jan 2020
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 153 4,395 0 07 Nov 2019
A Survey on Deep Transfer Learning Chuanqi Tan F. Sun Tao Kong Wenchang Zhang Chao Yang Chunfang Liu 39 2,575 0 06 Aug 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 120 2,133 0 01 Mar 2018
Stochastic Wasserstein Barycenters Sebastian Claici Edward Chien Justin Solomon 36 70 0 15 Feb 2018
Parallel Streaming Wasserstein Barycenters Matthew Staib Sebastian Claici Justin Solomon Stefanie Jegelka 27 89 0 21 May 2017
Stochastic Optimization for Large-scale Optimal Transport Aude Genevay Marco Cuturi Gabriel Peyré Francis R. Bach OT 51 464 0 27 May 2016
A note on the evaluation of generative models Lucas Theis Aaron van den Oord Matthias Bethge EGVM 61 1,139 0 05 Nov 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 173 6,780 0 12 Mar 2015
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 73 735 0 16 Oct 2013