Variational Diffusion Models

1 July 2021

Papers citing "Variational Diffusion Models"

50 / 771 papers shown

Title
Score-Based Diffusion Models for Photoacoustic Tomography Image Reconstruction Sreemanti Dey Snigdha Saha Berthy Feng Manxiu Cui Laure Delisle Oscar Leong Lihong V. Wang Katherine Bouman MedIm 27 4 0 30 Mar 2024
Capability-aware Prompt Reformulation Learning for Text-to-Image Generation Jingtao Zhan Qingyao Ai Yiqun Liu Jia Chen Shaoping Ma DiffM 55 4 0 27 Mar 2024
Improving Diffusion Models's Data-Corruption Resistance using Scheduled Pseudo-Huber Loss Artem Khrapov Vadim Popov Tasnima Sadekova Assel Yermekova Mikhail Kudinov DiffM 41 1 0 25 Mar 2024
Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis Atefeh Khoshkhahtinat Ali Zafari P. Mehta Nasser M. Nasrabadi 46 4 0 24 Mar 2024
Adversarial Guided Diffusion Models for Adversarial Purification Guang Lin Zerui Tao Jianhai Zhang Toshihisa Tanaka Qibin Zhao 35 6 0 24 Mar 2024
DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data Hanrong Ye Dan Xu DiffM 60 4 0 22 Mar 2024
Physics-Informed Diffusion Models Jan-Hendrik Bastek WaiChing Sun D. Kochmann DiffM AI4CE 47 11 0 21 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 42 42 0 20 Mar 2024
TimeRewind: Rewinding Time with Image-and-Events Video Diffusion Jingxi Chen Brandon Yushan Feng Haoming Cai Mingyang Xie Christopher A. Metzler Cornelia Fermuller Yiannis Aloimonos 35 4 0 20 Mar 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 61 6 0 19 Mar 2024
SeisFusion: Constrained Diffusion Model with Input Guidance for 3D Seismic Data Interpolation and Reconstruction Shuang Wang Fei Deng Peifan Jiang Zishan Gong Xiaolin K. Wei Yuqing Wang DiffM 32 4 0 18 Mar 2024
CasSR: Activating Image Power for Real-World Image Super-Resolution Haolan Chen Jinhua Hao Kai Zhao Kun Yuan Ming Sun Chao Zhou Wei Hu 34 5 0 18 Mar 2024
Understanding Diffusion Models by Feynman's Path Integral Yuji Hirono A. Tanaka Kenji Fukushima DiffM 46 6 0 17 Mar 2024
Endora: Video Generation Models as Endoscopy Simulators Chenxin Li Hengyu Liu Yifan Liu Brandon Yushan Feng Wuyang Li Xinyu Liu Zhen Chen Jing Shao Yixuan Yuan VGen MedIm 80 34 0 17 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Y. Wang EGVM 31 11 0 16 Mar 2024
DTG : Diffusion-based Trajectory Generation for Mapless Global Navigation Jing Liang Amirreza Payandeh Daeun Song Xuesu Xiao Dinesh Manocha 34 6 0 14 Mar 2024
Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models Pengze Zhang Hubery Yin Chen Li Xiaohua Xie 40 5 0 13 Mar 2024
SSM Meets Video Diffusion Models: Efficient Video Generation with Structured State Spaces Yuta Oshima Shohei Taniguchi Masahiro Suzuki Yutaka Matsuo 45 7 0 12 Mar 2024
Multistep Consistency Models Jonathan Heek Emiel Hoogeboom Tim Salimans 36 35 0 11 Mar 2024
MACE: Mass Concept Erasure in Diffusion Models Shilin Lu Zilan Wang Leyang Li Yanzhu Liu A. Kong DiffM 47 78 0 10 Mar 2024
Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation Junyan Wang Zhenhong Sun Zhiyu Tan Xuanbai Chen Weihua Chen Hao Li Cheng Zhang Yang Song 40 9 0 08 Mar 2024
RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction Peng Liu Dongyang Dai Zhiyong Wu 24 2 0 08 Mar 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 33 0 0 05 Mar 2024
Improving Adversarial Energy-Based Model via Diffusion Process Cong Geng Tian Han Peng-Tao Jiang Hao Zhang Jinwei Chen Søren Hauberg Bo-wen Li DiffM 33 2 0 04 Mar 2024
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models Neta Shaul Uriel Singer Ricky T. Q. Chen Matt Le Ali K. Thabet Albert Pumarola Y. Lipman DiffM 39 4 0 02 Mar 2024
Rethinking cluster-conditioned diffusion models Nikolas Adaloglou Tim Kaiser Félix D. P. Michels M. Kollmann VLM 37 3 0 01 Mar 2024
Large Convolutional Model Tuning via Filter Subspace Wei Chen Zichen Miao Qiang Qiu 51 3 0 01 Mar 2024
Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping Jianbin Zheng Minghui Hu Zhongyi Fan Chaoyue Wang Changxing Ding Dacheng Tao Tat-Jen Cham 43 26 0 29 Feb 2024
Sequential transport maps using SoS density estimation and $α$ -divergences Benjamin Zanger Tiangang Cui Martin Schreiber O. Zahm 47 1 0 27 Feb 2024
Structure-Guided Adversarial Training of Diffusion Models Ling Yang Haotian Qian Zhilong Zhang Jingwei Liu Bin Cui 25 10 0 27 Feb 2024
Label-Noise Robust Diffusion Models Byeonghu Na Yeongmin Kim Heesun Bae Jung Hyun Lee Seho Kwon Wanmo Kang Il-Chul Moon NoLa DiffM 58 8 0 27 Feb 2024
Accelerating Diffusion Sampling with Optimized Time Steps Shuchen Xue Zhaoqiang Liu Fei Chen Shifeng Zhang Tianyang Hu Enze Xie Zhenguo Li DiffM 41 22 0 27 Feb 2024
Generative Learning for Forecasting the Dynamics of Complex Systems Han Gao Sebastian Kaltenbach Petros Koumoutsakos AI4TS AI4CE 34 6 0 27 Feb 2024
Contextualized Diffusion Models for Text-Guided Image and Video Generation Ling Yang Zhilong Zhang Zhaochen Yu Jingwei Liu Minkai Xu Stefano Ermon Bin Cui 44 4 0 26 Feb 2024
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling Jiajun Ma Shuchen Xue Tianyang Hu Wei Cao Zhaoqiang Liu Zhenguo Li Zhi-Ming Ma Kenji Kawaguchi 48 5 0 23 Feb 2024
PeriodGrad: Towards Pitch-Controllable Neural Vocoder Based on a Diffusion Probabilistic Model Yukiya Hono Kei Hashimoto Yoshihiko Nankaku Keiichi Tokuda DiffM 35 2 0 22 Feb 2024
Intriguing Properties of Modern GANs Roy Friedman Yair Weiss 44 0 0 21 Feb 2024
The Uncanny Valley: A Comprehensive Analysis of Diffusion Models Karam Ghanem Danilo Bzdok DiffM 37 0 0 20 Feb 2024
Synthetic location trajectory generation using categorical diffusion models Simon Dirmeier Ye Hong Fernando Pérez-Cruz 21 0 0 19 Feb 2024
Human Video Translation via Query Warping Haiming Zhu Yangyang Xu Shengfeng He DiffM 49 0 0 19 Feb 2024
Stochastic Localization via Iterative Posterior Sampling Louis Grenioux Maxence Noble Marylou Gabrié Alain Durmus DiffM 46 12 0 16 Feb 2024
Explaining generative diffusion models via visual analysis for interpretable decision-making process Ji-Hoon Park Yeong-Joon Ju Seong-Whan Lee FAtt DiffM 40 14 0 16 Feb 2024
Classification Diffusion Models: Revitalizing Density Ratio Estimation Shahar Yadin Noam Elata T. Michaeli DiffM 43 1 0 15 Feb 2024
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models Jiacheng Ye Shansan Gong Liheng Chen Lin Zheng Jiahui Gao ... Chuan Wu Xin Jiang Zhenguo Li Wei Bi Lingpeng Kong DiffM LRM AI4CE 46 13 0 12 Feb 2024
Rolling Diffusion Models David Ruhe Jonathan Heek Tim Salimans Emiel Hoogeboom DiffM 35 32 0 12 Feb 2024
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion models Tianyi Ren Abhishek Sharma Juampablo Heras Rivera Harshitha Rebala Ethan Honey Agamdeep Chopra Jacob Ruzevick Mehmet Kurt DiffM MedIm 32 0 0 12 Feb 2024
Consistency Model is an Effective Posterior Sample Approximation for Diffusion Inverse Solvers Tongda Xu Ziran Zhu Jian Li Dailan He Yuanyuan Wang ... Ning Li Hongwei Qin Yan Wang Jingjing Liu Ya Zhang DiffM 30 4 0 09 Feb 2024
REMEDI: Corrective Transformations for Improved Neural Entropy Estimation Viktor Nilsson Anirban Samaddar Sandeep Madireddy Pierre Nyquist 32 2 0 08 Feb 2024
Scalable Diffusion Models with State Space Backbone Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 67 34 0 08 Feb 2024
Denoising Diffusion Probabilistic Models in Six Simple Steps Richard Turner Cristiana-Diana Diaconu Stratis Markou Aliaksandra Shysheya Andrew Y. K. Foong Bruno Mlodozeniec DiffM 28 3 0 06 Feb 2024