Generative Modeling by Estimating Gradients of the Data Distribution

12 July 2019

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

50 / 2,620 papers shown

Title
Streaming Generation of Co-Speech Gestures via Accelerated Rolling Diffusion Evgeniia Vu Andrei Boiarov Dmitry Vetrov VGen 59 0 0 13 Mar 2025
Provably Secure Covert Messaging Using Image-based Diffusion Processes L. A. Bauer Wenxuan Bao Vincent Bindschaedler DiffM 84 0 0 13 Mar 2025
On the Generalization Properties of Diffusion Models Puheng Li Zhong Li Huishuai Zhang Jiang Bian 79 31 0 13 Mar 2025
Studying Classifier(-Free) Guidance From a Classifier-Centric Perspective Xiaoming Zhao Alexander Schwing FaML 68 0 0 13 Mar 2025
FlowTok: Flowing Seamlessly Across Text and Image Tokens Ju He Qihang Yu Qihao Liu Liang-Chieh Chen 76 1 0 13 Mar 2025
Autoregressive Image Generation with Vision Full-view Prompt Miaomiao Cai G. Wang Wei Li Zhijun Tu Hanting Chen Shaohui Lin Jie Hu LRM 74 0 0 13 Mar 2025
Channel-wise Noise Scheduled Diffusion for Inverse Rendering in Indoor Scenes JunYong Choi M. Sagong SeokYeong Lee Seung-Won Jung Ig-Jae Kim Junghyun Cho DiffM 66 0 0 13 Mar 2025
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks Jin Li Ziqiang He Anwei Luo Jian-Fang Hu Zhong Wang Xiangui Kang DiffM 79 0 0 12 Mar 2025
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models Marianne Arriola Aaron Gokaslan Justin T Chiu Zhihan Yang Zhixuan Qi Jiaqi Han Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 82 8 0 12 Mar 2025
Error Analyses of Auto-Regressive Video Diffusion Models: A Unified Framework Jing Wang Fengzhuo Zhang Xiaoli Li Vincent Y. F. Tan Tianyu Pang Chao Du Aixin Sun Zhuoran Yang VGen 81 1 0 12 Mar 2025
DAMM-Diffusion: Learning Divergence-Aware Multi-Modal Diffusion Model for Nanoparticles Distribution Prediction Junjie Zhou Shouju Wang Yuxia Tang Qi Zhu Daoqiang Zhang Wei Shao DiffM MedIm 62 1 0 12 Mar 2025
Temporal Difference Flows Jesse Farebrother Matteo Pirotta Andrea Tirinzoni Rémi Munos A. Lazaric Ahmed Touati AI4TS AIFin 102 0 0 12 Mar 2025
Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising Xiangbin Wei DiffM 64 0 0 12 Mar 2025
Theoretical Guarantees for High Order Trajectory Refinement in Generative Flows Chengyue Gong Xiaoyu Li Yingyu Liang Jiangxuan Long Zhenmei Shi Zhao Song Yu Tian 76 3 0 12 Mar 2025
GarmentCrafter: Progressive Novel View Synthesis for Single-View 3D Garment Reconstruction and Editing Yuanhao Wang Cheng Zhang Gonçalo Frazão Jinlong Yang Alexandru-Eugen Ichim Thabo Beeler Fernando de la Torre DiffM 87 0 0 11 Mar 2025
MegaSR: Mining Customized Semantics and Expressive Guidance for Image Super-Resolution Xiaochen Li Jianlong Wu Xinchuan Huang C. L. Philip Chen Weili Guan Xian-Sheng Hua Liqiang Nie DiffM 66 0 0 11 Mar 2025
Reconstruct Anything Model: a lightweight foundation model for computational imaging Matthieu Terris Samuel Hurault Maxime Song Julian Tachella MedIm DiffM 85 3 0 11 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 58 1 0 10 Mar 2025
Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation Tianyu Chen Yasi Zhang Ziyi Wang Ying Nian Wu Oscar Leong Mingyuan Zhou DiffM 68 2 0 10 Mar 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories Huiyang Shao Xin Xia Yanting Yang Yuxi Ren Xing Wang Xuefeng Xiao 61 1 0 10 Mar 2025
TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation Victor Shea-Jay Huang Le Zhuo Yi Xin Zhaokai Wang Peng Gao Hongsheng Li DiffM 74 1 0 10 Mar 2025
Generative modelling with jump-diffusions Adrian Baule DiffM 82 0 0 09 Mar 2025
Generative Video Bi-flow Chen Liu Tobias Ritschel DiffM VGen 65 0 0 09 Mar 2025
UniGenX: Unified Generation of Sequence and Structure with Autoregressive Diffusion Gongbo Zhang Yongbin Li Renqian Luo Pipi Hu Zeru Zhao ... Maik Riechert Li-ming Yuan Lei Chen Haiguang Liu Tao Qin DiffM 56 2 0 09 Mar 2025
Text-to-3D Generation using Jensen-Shannon Score Distillation Khoi Do Binh-Son Hua DiffM 59 0 0 08 Mar 2025
Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse Inputs Yingji Zhong Zhihao Li Dave Zhenyu Chen Lanqing Hong Dan Xu DiffM 3DGS VGen 68 0 0 07 Mar 2025
Underlying Semantic Diffusion for Effective and Efficient In-Context Learning Zhong Ji Weilong Cao Yan Zhang Yanwei Pang Jungong Han Xuelong Li DiffM VLM 61 0 0 06 Mar 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models Bin Wu Wuxuan Shi Jinqiao Wang Mang Ye CLL VLM 63 0 0 06 Mar 2025
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials Chaitanya K. Joshi Xiang Fu Yi-Lun Liao Vahe Gharakhanyan Benjamin Kurt Miller Anuroop Sriram Zachary W. Ulissi DiffM 92 7 0 05 Mar 2025
Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias Rui Lu Runzhe Wang Kaifeng Lyu Xitai Jiang Gao Huang Mengdi Wang DiffM 93 1 0 05 Mar 2025
Straight-Line Diffusion Model for Efficient 3D Molecular Generation Yuyan Ni Shikun Feng Haohan Chi Bowen Zheng Huan-ang Gao Wei-Ying Ma Zhi-Ming Ma Yanyan Lan DiffM 80 3 0 04 Mar 2025
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems? Evan Scope Crafts Umberto Villa 72 0 0 04 Mar 2025
Denoising Functional Maps: Diffusion Models for Shape Correspondence Aleksei Zhuravlev Zorah Lähner Vladislav Golyanik DiffM 79 1 0 03 Mar 2025
Enabling AI Scientists to Recognize Innovation: A Domain-Agnostic Algorithm for Assessing Novelty Yao Wang Mingxuan Cui Arthur Jiang 86 0 0 03 Mar 2025
CacheQuant: Comprehensively Accelerated Diffusion Models Xuewen Liu Zhikai Li Qingyi Gu DiffM 47 0 0 03 Mar 2025
Split Gibbs Discrete Diffusion Posterior Sampling Wenda Chu Zihui Wu Yifan Chen Yang Song Yisong Yue 44 2 0 03 Mar 2025
Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models Jay Zhangjie Wu Yuxuan Zhang Haithem Turki Xuanchi Ren Jun Gao Mike Zheng Shou Sanja Fidler Zan Gojcic Huan Ling 279 1 0 03 Mar 2025
CoInD: Enabling Logical Compositions in Diffusion Models Sachit Gaudi Gautam Sreekumar Vishnu Boddeti CoGe 91 0 0 03 Mar 2025
Fine-Grained Controllable Apparel Showcase Image Generation via Garment-Centric Outpainting Rong Zhang Jun Wang Zhiwen Zuo Jianfeng Dong W. Li Chi-Yin Wang Wenyuan Xu Xun Wang DiffM 76 0 0 03 Mar 2025
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models Xingzhuo Guo Yu Zhang Baixu Chen Haoran Xu Jianmin Wang Mingsheng Long DiffM AI4TS 71 2 0 02 Mar 2025
GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations Yuezhi Yang Haitao Yang Kiyohiro Nakayama Xiangru Huang Leonidas Guibas Qixing Huang 44 0 0 02 Mar 2025
Remasking Discrete Diffusion Models with Inference-Time Scaling Guanghan Wang Yair Schiff Subham Sekhar Sahoo Volodymyr Kuleshov DiffM 68 5 0 01 Mar 2025
End-To-End Learning of Gaussian Mixture Priors for Diffusion Sampler Denis Blessing Xiaogang Jia Gerhard Neumann DiffM 64 0 0 01 Mar 2025
Periodic Materials Generation using Text-Guided Joint Diffusion Model Kishalay Das Subhojyoti Khastagir Pawan Goyal Seung-Cheol Lee S. Bhattacharjee Niloy Ganguly DiffM 43 2 0 01 Mar 2025
Diffusion Restoration Adapter for Real-World Image Restoration Hanbang Liang Zhen Wang Weihui Deng DiffM 58 0 0 28 Feb 2025
Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature Bernardo Williams Hanlin Yu Hoang Phuc Hau Luu Georgios Arvanitidis Arto Klami 57 0 0 28 Feb 2025
Spatial Reasoning with Denoising Models Christopher Wewer Bart Pogodzinski Bernt Schiele J. E. Lenssen DiffM LRM 93 0 0 28 Feb 2025
Unifying Model Predictive Path Integral Control, Reinforcement Learning, and Diffusion Models for Optimal Control and Planning Yankai Li Mo Chen AI4CE 63 0 0 27 Feb 2025
Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation Sucheng Ren Qihang Yu Ju He Xiaohui Shen Alan Yuille Liang-Chieh Chen VGen 90 9 0 27 Feb 2025
BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance Xin Ye Burhaneddin Yaman Sheng Cheng Feng Tao Abhirup Mallik Liu Ren DiffM 77 2 0 27 Feb 2025