Variational Diffusion Models

1 July 2021

Papers citing "Variational Diffusion Models"

50 / 769 papers shown

Title
Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule Keyue Qiu Yuxuan Song Zhehuan Fan Peidong Liu Z. Zhang Mingyue Zheng Hao Zhou Wei-Ying Ma 21 0 0 12 May 2025
Topology Guidance: Controlling the Outputs of Generative Models via Vector Field Topology Xiaohan Wang Matthew Berger DiffM 23 0 0 11 May 2025
A 3D pocket-aware and evolutionary conserved interaction guided diffusion model for molecular optimization Anjie Qiao Hao Zhang Qianmu Yuan Qirui Deng Jingtian Su W. R. Huang Huihao Zhou Guo-Bo Li Z. Wang J. Lei DiffM 26 0 0 09 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 41 0 0 08 May 2025
ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model Sagnik Bhattacharya Abhiram Gorle Ahmed Mohsin Ahsan Bilal Connor Ding Amit Kumar Singh Yadav Tsachy Weissman DiffM 43 0 0 08 May 2025
Score-based Self-supervised MRI Denoising Jiachen Tu Yaokun Shi Fan Lam DiffM 38 2 0 08 May 2025
Diffusion Models are Secretly Exchangeable: Parallelizing DDPMs via Autospeculation Hengyuan Hu Aniket Das Dorsa Sadigh Nima Anari DiffM 19 0 0 06 May 2025
Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Yiding Chen Yiyi Zhang Owen Oertell Wen Sun DiffM 45 0 0 06 May 2025
Quantizing Diffusion Models from a Sampling-Aware Perspective Qian Zeng Jie Song Yuanyu Wan Huiqiong Wang Mingli Song DiffM MQ 71 1 0 04 May 2025
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning Jifeng Hu Sili Huang Z. Yang Shengchao Hu Li Shen H. Chen Lichao Sun Yi-Ju Chang Dacheng Tao OffRL 59 0 0 03 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 68 0 0 30 Apr 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration H. Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 58 0 0 30 Apr 2025
A 3D pocket-aware and affinity-guided diffusion model for lead optimization Anjie Qiao Junjie Xie W. R. Huang Hao Zhang Jiahua Rao Shuangjia Zheng Yuedong Yang Z. Wang Guo-Bo Li J. Lei DiffM MedIm 38 0 0 29 Apr 2025
Flow Along the K-Amplitude for Generative Modeling Weitao Du Shuning Chang Jiasheng Tang Yu Rong F. Wang Shengchao Liu 51 0 0 27 Apr 2025
DSPO: Direct Semantic Preference Optimization for Real-World Image Super-Resolution Miaomiao Cai Simiao Li Wei Li X. Y. Huang Hanting Chen Jie Hu Yunhe Wang 27 0 0 21 Apr 2025
Generalized Visual Relation Detection with Diffusion Models Kaifeng Gao Siqi Chen Hanwang Zhang Jun Xiao Yueting Zhuang Qianru Sun 30 0 0 16 Apr 2025
Diffusion Based Ambiguous Image Segmentation Jakob Lønborg Christensen M. Hannemose Anders Bjorholm Dahl Vedrana Andersen Dahl DiffM MedIm 33 0 0 08 Apr 2025
Multi-resolution Score-Based Variational Graphical Diffusion for Causal Disaster System Modeling and Inference Xuechun Li Shan Gao Susu Xu DiffM 16 0 0 05 Apr 2025
Artificial Intelligence and Deep Learning Algorithms for Epigenetic Sequence Analysis: A Review for Epigeneticists and AI Experts Muhammad Tahir Mahboobeh Norouzi Shehroz S. Khan James Davie Soichiro Yamanaka A. Ashraf 25 1 0 01 Apr 2025
Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning Zixin Lin Nur Fariha Syaqina Zulkepli AI4TS AI4CE 32 0 0 31 Mar 2025
High-Fidelity Diffusion Face Swapping with ID-Constrained Facial Conditioning Dailan He X. Wang Shulun Wang Guanglu Song Bingqi Ma Hao Shao Y. Liu Hongsheng Li DiffM 60 0 0 28 Mar 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 76 0 0 26 Mar 2025
Generative Dataset Distillation using Min-Max Diffusion Model Junqiao Fan Yunjiao Zhou Min Chang Jordan Ren Jianfei Yang DiffM 58 0 0 24 Mar 2025
HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis Mengtian Li Jinshu Chen Wanquan Feng Bingchuan Li Fei Dai Songtao Zhao Qian He 3DH 52 0 0 21 Mar 2025
Temporal Score Analysis for Understanding and Correcting Diffusion Artifacts Yu Cao Zengqun Zhao Ioannis Patras Shaogang Gong DiffM 48 0 0 20 Mar 2025
Towards Unified Latent Space for 3D Molecular Latent Diffusion Modeling Yanchen Luo Zhiyuan Liu Yi Zhao Sihang Li Kenji Kawaguchi Tat-Seng Chua X. Wang MedIm 59 0 0 19 Mar 2025
Probability-Flow ODE in Infinite-Dimensional Function Spaces Kunwoo Na Junghyun Lee Se-Young Yun Sungbin Lim 45 0 0 13 Mar 2025
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Learnable Linear Extrapolation Jiawei Zhang Ziyuan Liu Leon Yan Gen Li Yuantao Gu 54 0 0 13 Mar 2025
Studying Classifier(-Free) Guidance From a Classifier-Centric Perspective Xiaoming Zhao Alexander Schwing FaML 63 0 0 13 Mar 2025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models Marianne Arriola Aaron Gokaslan Justin T Chiu Zhihan Yang Zhixuan Qi Jiaqi Han S. Sahoo Volodymyr Kuleshov DiffM 67 3 0 12 Mar 2025
ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning S. Banerjee Vinay K. Verma SSL 53 0 0 10 Mar 2025
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models Ouxiang Li Yuan Wang Xinting Hu Houcheng Jiang Tao Liang Y. Hao Guojun Ma Fuli Feng DiffM 44 1 0 10 Mar 2025
VidBot: Learning Generalizable 3D Actions from In-the-Wild 2D Human Videos for Zero-Shot Robotic Manipulation Hanzhi Chen Boyang Sun Anran Zhang Marc Pollefeys Stefan Leutenegger LM&Ro 63 0 0 10 Mar 2025
UniGenX: Unified Generation of Sequence and Structure with Autoregressive Diffusion Gongbo Zhang Y. Li Renqian Luo Pipi Hu Zeru Zhao ... Maik Riechert Li-ming Yuan Lei Chen Haiguang Liu Tao Qin DiffM 42 0 0 09 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Ming-Yu Liu J. Zhu Qinsheng Zhang DiffM 47 0 0 03 Mar 2025
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models Xingzhuo Guo Yu Zhang Baixu Chen Haoran Xu J. Z. Wang Mingsheng Long DiffM AI4TS 29 1 0 02 Mar 2025
Implicit Search via Discrete Diffusion: A Study on Chess Jiacheng Ye Zhenyu Wu Jiahui Gao Zhiyong Wu Xin Jiang Z. Li Lingpeng Kong DiffM 43 2 0 27 Feb 2025
HDM: Hybrid Diffusion Model for Unified Image Anomaly Detection Zekang Weng Jinjin Shi Jinwei Wang Zeming Han 38 0 0 26 Feb 2025
GCC: Generative Color Constancy via Diffusing a Color Checker Chen-Wei Chang Cheng-De Fan Chia-Che Chang Yi-Chen Lo Yu-Chee Tseng Jiun-Long Huang Yu-Lun Liu 41 0 0 24 Feb 2025
S4S: Solving for a Diffusion Model Solver Eric Frankel Sitan Chen J. Li Pang Wei Koh Lillian J. Ratliff Sewoong Oh DiffM 44 0 0 24 Feb 2025
MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection Farzad Beizaee Gregory A. Lodygensky Christian Desrosiers Jose Dolz DiffM MedIm 34 0 0 24 Feb 2025
Posterior Inference with Diffusion Models for High-dimensional Black-box Optimization Taeyoung Yun Kiyoung Om Jaewoo Lee Sujin Yun Jinkyoo Park 48 1 0 24 Feb 2025
On Memorization in Diffusion Models Xiangming Gu Chao Du Tianyu Pang Chongxuan Li Min-Bin Lin Ye Wang DiffM TDI 163 43 0 21 Feb 2025
DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis Yingahao Aaron Li Rithesh Kumar Zeyu Jin DiffM 88 0 0 21 Feb 2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation Zhiyuan Liu Yanchen Luo Han Huang Enzhi Zhang Sihang Li Junfeng Fang Yaorui Shi X. Wang Kenji Kawaguchi Tat-Seng Chua 100 3 0 18 Feb 2025
SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation Z. Liu Shuangrui Ding Zhixiong Zhang Xiaoyi Dong Pan Zhang Yuhang Zang Y. Cao D. Lin Jiaqi Wang 74 0 0 18 Feb 2025
Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening Ye Tian L. Yang Xinchen Zhang Yunhai Tong Mengdi Wang Bin Cui 65 1 0 17 Feb 2025
Maximize Your Diffusion: A Study into Reward Maximization and Alignment for Diffusion-based Control Dom Huh P. Mohapatra 71 1 0 16 Feb 2025
Rolling Ahead Diffusion for Traffic Scene Simulation Yunpeng Liu Matthew Niedoba William Harvey Adam Scibior Berend Zwartsenberg Frank D. Wood 64 0 0 13 Feb 2025
A Reversible Solver for Diffusion SDEs Zander Blasingame Chen Liu DiffM 54 0 0 12 Feb 2025