Generative Modeling by Estimating Gradients of the Data Distribution

12 July 2019

Papers citing "Generative Modeling by Estimating Gradients of the Data Distribution"

50 / 2,622 papers shown

Title
Diffusion-based Generative Modeling with Discriminative Guidance for Streamable Speech Enhancement Chenda Li Samuele Cornell Shinji Watanabe Yanmin Qian DiffM 60 2 0 19 Jun 2024
Neural Residual Diffusion Models for Deep Scalable Vision Generation Zhiyuan Ma Liangliang Zhao Biqing Qi Bowen Zhou DiffM 90 2 0 19 Jun 2024
Conditional score-based diffusion models for solving inverse problems in mechanics Agnimitra Dasgupta Harisankar Ramaswamy Javier Murgoitio-Esandi Ken Foo Runze Li Qifa Zhou Brendan Kennedy Assad A. Oberai DiffM MedIm 52 2 0 19 Jun 2024
Generative Data Assimilation of Sparse Weather Station Observations at Kilometer Scales Peter Manshausen Y. Cohen Jaideep Pathak Jaideep Pathak Piyush Garg Morteza Mardani K. Kashinath Simon Byrne Noah D. Brenowitz Noah Brenowitz 62 10 0 19 Jun 2024
Evaluating the design space of diffusion-based generative models Yuqing Wang Ye He Molei Tao DiffM 56 5 0 18 Jun 2024
Extracting Training Data from Unconditional Diffusion Models Yunhao Chen Xingjun Ma Difan Zou Yu-Gang Jiang 61 5 0 18 Jun 2024
Training Diffusion Models with Federated Learning Matthijs de Goede Bart Cox Jérémie Decouchant FedML 54 9 0 18 Jun 2024
Variational Distillation of Diffusion Policies into Mixture of Experts Hongyi Zhou Denis Blessing Ge Li Onur Celik Xiaogang Jia Gerhard Neumann Rudolf Lioutikov DiffM 57 3 0 18 Jun 2024
Planning Using Schrödinger Bridge Diffusion Models Adarsh Srivastava OffRL DiffM 46 0 0 18 Jun 2024
Neural Approximate Mirror Maps for Constrained Diffusion Models Berthy Feng Ricardo Baptista Katherine Bouman MedIm DiffM 65 3 0 18 Jun 2024
COT Flow: Learning Optimal-Transport Image Sampling and Editing by Contrastive Pairs Xinrui Zu Qian Tao OT DiffM 38 0 0 17 Jun 2024
Autoregressive Image Generation without Vector Quantization Tianhong Li Yonglong Tian He Li Mingyang Deng Kaiming He DiffM 67 198 0 17 Jun 2024
Latent Denoising Diffusion GAN: Faster sampling, Higher image quality Luan Thanh Trinh T. Hamagami DiffM 47 5 0 17 Jun 2024
Diffusion Generative Modelling for Divide-and-Conquer MCMC C. Trojan Paul Fearnhead C. Nemeth DiffM 39 1 0 17 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 84 33 0 17 Jun 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh Reza Shirkavand Shangqian Gao Heng Huang DiffM VLM 70 4 0 17 Jun 2024
Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH Spacecraft Ian Vyse Rishit Dagli Dav Vrat Chadha John P. Ma Hector Chen ... Iliya Shofman Coby Silayan Reid Sox-Harris Shuhan Zheng Khang Nguyen 49 0 0 15 Jun 2024
Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space Mohamed Amine Ketata Nicholas Gao Johanna Sommer Tom Wollschlager Stephan Günnemann DiffM 61 1 0 15 Jun 2024
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction Bowen Song Jason Hu Zhaoxu Luo Jeffrey A. Fessler Liyue Shen MedIm DiffM 49 8 0 14 Jun 2024
GaussianSR: 3D Gaussian Super-Resolution with 2D Diffusion Priors Xiqian Yu Hanxin Zhu Tianyu He Zhibo Chen 3DGS DiffM 49 2 0 14 Jun 2024
PID: Prompt-Independent Data Protection Against Latent Diffusion Models Ang Li Yichuan Mo Mingjie Li Yisen Wang AAML 53 2 0 14 Jun 2024
Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses Seungwoo Yoo Juil Koo Kyeongmin Yeo Minhyuk Sung 3DH DRL 37 1 0 14 Jun 2024
Watch the Watcher! Backdoor Attacks on Security-Enhancing Diffusion Models Changjiang Li Ren Pang Bochuan Cao Jinghui Chen Fenglong Ma Shouling Ji Ting Wang DiffM 54 4 0 14 Jun 2024
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models Qihao Liu Zhanpeng Zeng Ju He Qihang Yu Xiaohui Shen Liang-Chieh Chen 58 21 0 13 Jun 2024
Understanding Hallucinations in Diffusion Models through Mode Interpolation Sumukh K. Aithal Pratyush Maini Zachary Chase Lipton J. Zico Kolter DiffM 45 20 0 13 Jun 2024
Advancing Graph Generation through Beta Diffusion Yilin He Xinyang Liu Bo Chen Mingyuan Zhou DiffM 31 0 0 13 Jun 2024
FlowAVSE: Efficient Audio-Visual Speech Enhancement with Conditional Flow Matching Chaeyoung Jung Suyeon Lee Ji-Hoon Kim Joon Son Chung DiffM 56 5 0 13 Jun 2024
Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos Changan Chen Puyuan Peng Ami Baid Zihui Xue Wei-Ning Hsu David Harwath Kristen Grauman VGen 47 8 0 13 Jun 2024
Generative Inverse Design of Crystal Structures via Diffusion Models with Transformers Izumi Takahara Kiyou Shibata Teruyasu Mizoguchi DiffM AI4CE 43 2 0 13 Jun 2024
DiffPoGAN: Diffusion Policies with Generative Adversarial Networks for Offline Reinforcement Learning Xuemin Hu Shen Li Yingfen Xu Bo Tang Long Chen 53 0 0 13 Jun 2024
Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency Maor Dikter Tsachi Blau Chaim Baskin 62 0 0 13 Jun 2024
Operator-Informed Score Matching for Markov Diffusion Models Zheyang Shen Huihui Wang Marina Riabiz Chris J. Oates DiffM 64 0 0 13 Jun 2024
Improving Consistency Models with Generator-Augmented Flows Thibaut Issenhuth Sangchul Lee Jean-Yves Franceschi Jean-Yves Franceschi Chansoo Kim Alain Rakotomamonjy 29 0 0 13 Jun 2024
Causality for Tabular Data Synthesis: A High-Order Structure Causal Benchmark Framework Ruibo Tu Zineb Senane Lele Cao Cheng Zhang Hedvig Kjellström G. Henter CML 66 4 0 12 Jun 2024
Hierarchical Patch Diffusion Models for High-Resolution Video Generation Ivan Skorokhodov Willi Menapace Aliaksandr Siarohin Sergey Tulyakov VGen 53 10 0 12 Jun 2024
DualBind: A Dual-Loss Framework for Protein-Ligand Binding Affinity Prediction Meng Liu Saee Paliwal 28 0 0 11 Jun 2024
CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning Zeyuan Liu Kai Yang Xiu Li OffRL 64 0 0 11 Jun 2024
Simple and Effective Masked Diffusion Language Models Subham Sekhar Sahoo Marianne Arriola Yair Schiff Aaron Gokaslan Edgar Marroquin Justin T Chiu Alexander M. Rush Volodymyr Kuleshov DiffM 68 86 0 11 Jun 2024
Flow Map Matching Nicholas M. Boffi M. S. Albergo Eric Vanden-Eijnden 39 6 0 11 Jun 2024
Image Neural Field Diffusion Models Yinbo Chen Oliver Wang Richard Zhang Eli Shechtman Xiaolong Wang Michael Gharbi DiffM 65 3 0 11 Jun 2024
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models Athanasios Tragakis Marco Aversa Chaitanya Kaul Roderick Murray-Smith Daniele Faccio 62 2 0 11 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 73 247 0 10 Jun 2024
Compositional Video Generation as Flow Equalization Xingyi Yang Xinchao Wang DiffM VGen 78 7 0 10 Jun 2024
Margin-aware Preference Optimization for Aligning Diffusion Models without Reference Jiwoo Hong Sayak Paul Noah Lee Kashif Rasul James Thorne Jongheon Jeong 51 14 0 10 Jun 2024
Thunder : Unified Regression-Diffusion Speech Enhancement with a Single Reverse Step using Brownian Bridge Thanapat Trachu Chawan Piansaddhayanon Ekapol Chuangsuwanich 50 2 0 10 Jun 2024
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks Victor Boutin Rishav Mukherji Aditya Agrawal Sabine Muzellec Thomas Fel Thomas Serre Rufin VanRullen DiffM 67 1 0 10 Jun 2024
A Comprehensive Evaluation of Generative Models in Calorimeter Shower Simulation Farzana Yasmin Ahmad Vanamala Venkataswamy Geoffrey Fox DiffM 41 5 0 08 Jun 2024
$Diffusion Models in $\textit{De Novo}$ Drug Design$ Diffusion Models in $\textit{De Novo}$ Drug Design Amira Alakhdar Barnabas Poczos Newell Washburn MedIm 40 15 0 07 Jun 2024
M&M VTO: Multi-Garment Virtual Try-On and Editing Luyang Zhu Yingwei Li Nan Liu Hao Peng Dawei Yang Ira Kemelmacher-Shlizerman DiffM 60 7 0 06 Jun 2024
Coherent Zero-Shot Visual Instruction Generation Quynh Phung Songwei Ge Jia-Bin Huang 57 2 0 06 Jun 2024