Generative Modeling by Estimating Gradients of the Data Distribution

12 July 2019

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

50 / 1,005 papers shown

Title
Importance Weighted Score Matching for Diffusion Samplers with Enhanced Mode Coverage Chenguang Wang Xiaoyu Zhang Kaiyuan Cui Weichen Zhao Yongtao Guan Tianshu Yu DiffM 10 0 0 26 May 2025
Discrete Markov Bridge Hengli Li Yuxuan Wang Song-Chun Zhu Ying Nian Wu Zilong Zheng DiffM 10 0 0 26 May 2025
Regularized Personalization of Text-to-Image Diffusion Models without Distributional Drift Gihoon Kim Hyungjin Park Taesup Kim DiffM VLM 10 0 0 26 May 2025
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation Piyush Tiwary Kinjawl Bhattacharyya Prathosh A.P. MedIm 10 0 0 26 May 2025
Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking Chen-Hao Chao Wei-Fang Sun Hanwen Liang Chun-Yi Lee Rahul G. Krishnan DiffM 5 0 0 24 May 2025
Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling Matthieu Blanke Yongquan Qu Sara Shamekh Pierre Gentine DiffM 10 0 0 23 May 2025
dKV-Cache: The Cache for Diffusion Language Models Xinyin Ma Runpeng Yu Gongfan Fang Xinchao Wang DiffM 22 0 0 21 May 2025
Neural Inverse Scattering with Score-based Regularization Yuan Gao Wenhan Guo Yu Sun 7 0 0 20 May 2025
Learning to Integrate Diffusion ODEs by Averaging the Derivatives Wenze Liu Xiangyu Yue 32 0 0 20 May 2025
Combining Deterministic Enhanced Conditions with Dual-Streaming Encoding for Diffusion-Based Speech Enhancement Hao Shi Xugang Lu Kazuki Shimada Tatsuya Kawahara DiffM 19 0 0 20 May 2025
Mean Flows for One-step Generative Modeling Zhengyang Geng Mingyang Deng Xingjian Bai J. Zico Kolter Kaiming He DiffM 26 0 0 19 May 2025
Restoration Score Distillation: From Corrupted Diffusion Pretraining to One-Step High-Quality Generation Yasi Zhang Tianyu Chen Zhendong Wang Ying Nian Wu Mingyuan Zhou Oscar Leong DiffM 39 0 0 19 May 2025
Inferring stochastic dynamics with growth from cross-sectional data Stephen Zhang Suryanarayana Maddu Xiaojie Qiu Victor Chardès 12 0 0 19 May 2025
Few-Step Diffusion via Score identity Distillation Mingyuan Zhou Yi Gu Zhendong Wang 26 0 0 19 May 2025
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results Sangmin Lee Eunpil Park Angel Canelo Hyunhee Park Youngjo Kim ... Alvaro Garcıa-Lara Daniel Feijoo Alvaro Garcıa Zeyu Xiao Zerui Li 37 7 0 17 May 2025
Measurement Score-Based Diffusion Model Chicago Y. Park Shirin Shoushtari Hongyu An Ulugbek S. Kamilov DiffM MedIm 20 0 0 17 May 2025
Recent Advances in Diffusion Models for Hyperspectral Image Processing and Analysis: A Review Xing Hu Xiangcheng Liu Qianqian Duan Danfeng Hong Dawei Zhang Haima Yang Dawei Zhan DiffM 32 0 0 16 May 2025
Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges Yuan Zhang Xinfeng Zhang Xiaoming Qi Xinyu Wu Feng Chen Guanyu Yang Huazhu Fu MedIm LM&MA AI4CE 56 0 0 16 May 2025
Conditioning Matters: Training Diffusion Policies is Faster Than You Think Zibin Dong Yicheng Liu Yinchuan Li Hang Zhao Haifeng Zhang 29 0 0 16 May 2025
A Generative Framework for Causal Estimation via Importance-Weighted Diffusion Distillation Xinran Song Tianyu Chen Mingyuan Zhou DiffM CML 56 0 0 16 May 2025
NeuSEditor: From Multi-View Images to Text-Guided Neural Surface Edits Nail Ibrahimli Julian F. P. Kooij Liangliang Nan 32 0 0 16 May 2025
Missing Data Imputation by Reducing Mutual Information with Rectified Flows Jiahao Yu Qizhen Ying Leyang Wang Z. L. Jiang Song Liu 19 0 0 16 May 2025
MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark Florinel-Alin Croitoru Vlad Hondru Marius Popescu Radu Tudor Ionescu Fahad Shahbaz Khan Mubarak Shah 34 0 0 16 May 2025
Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models Shirin Shoushtari Edward P. Chandler Yuanhao Wang M. Salman Asif Ulugbek S. Kamilov DiffM 50 0 0 16 May 2025
Improving the Euclidean Diffusion Generation of Manifold Data by Mitigating Score Function Singularity Ziqiang Liu Wei Zhang Tiejun Li DiffM 36 0 0 15 May 2025
Pharmacophore-Conditioned Diffusion Model for Ligand-Based De Novo Drug Design Amira Alakhdar Barnabas Poczos Newell Washburn 40 0 0 15 May 2025
IMAGE-ALCHEMY: Advancing subject fidelity in personalised text-to-image generation Amritanshu Tiwari Cherish Puniani Kaustubh Sharma Ojasva Nema DiffM 45 0 0 15 May 2025
Fine-tuning Diffusion Policies with Backpropagation Through Diffusion Timesteps Ningyuan Yang Jiaxuan Gao Feng Gao Yi Wu Chao Yu 64 0 0 15 May 2025
Whitened Score Diffusion: A Structured Prior for Imaging Inverse Problems Jeffrey Alido Tongyu Li Yu Sun Lei Tian DiffM MedIm 26 0 0 15 May 2025
Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis Bingxin Ke Kevin Qu Tianfu Wang Nando Metzger Shengyu Huang Bo Li Anton Obukhov Konrad Schindler DiffM VLM 50 0 0 14 May 2025
DanceGRPO: Unleashing GRPO on Visual Generation Zeyue Xue Jie Wu Yu Gao Fangyuan Kong Lingting Zhu ... Zhiheng Liu Wei Liu Qiushan Guo Weilin Huang Ping Luo EGVM VGen 57 1 0 12 May 2025
Channel Fingerprint Construction for Massive MIMO: A Deep Conditional Generative Approach Zhenzhou Jin Li You Xudong Li Zhen Gao Yuanwei Liu Xiang-Gen Xia Xiqi Gao DiffM 40 0 0 12 May 2025
Towards SFW sampling for diffusion models via external conditioning Camilo Carvajal Reyes J. Fontbona Felipe A. Tobar DiffM 47 0 0 12 May 2025
Continuous Visual Autoregressive Generation via Score Maximization Chenze Shao Fandong Meng Jie Zhou DiffM 36 1 0 12 May 2025
Improving Trajectory Stitching with Flow Models Reece O'Mahoney Wanming Yu Ioannis Havoutis 46 0 0 12 May 2025
$H$^{\mathbf{3}}$DP: Triply-Hierarchical Diffusion Policy for Visuomotor Learning$ H $^{\mathbf{3}}$ DP: Triply-Hierarchical Diffusion Policy for Visuomotor Learning Yiyang Lu Yufeng Tian Zhecheng Yuan Xinyu Wang Pu Hua Zhengrong Xue Huazhe Xu 36 0 0 12 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts Hongkun Dou Zeyu Li Xingyu Jiang Haoyang Li Lijun Yang Wen Yao Yue Deng DiffM 43 0 0 12 May 2025
Near-Field Channel Estimation for XL-MIMO: A Deep Generative Model Guided by Side Information Zhenzhou Jin Li You Derrick Wing Kwan Ng Xiang-Gen Xia Xiqi Gao 50 2 0 11 May 2025
StableMotion: Repurposing Diffusion-Based Image Priors for Motion Estimation Ziyi Wang Haipeng Li Lin Sui Tianhao Zhou Hai Jiang Lang Nie Shuaicheng Liu DiffM VGen 57 0 0 10 May 2025
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition Zhiyuan Chen Keyi Li Yifan Jia Le Ye Yufei Ma DiffM 48 0 0 09 May 2025
Insertion Language Models: Sequence Generation with Arbitrary-Position Insertions Dhruvesh Patel Aishwarya Sahoo Avinash Amballa Tahira Naseem Tim G. J. Rudner Andrew McCallum KELM 57 0 0 09 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 53 0 0 08 May 2025
Score-based Self-supervised MRI Denoising Jiachen Tu Yaokun Shi Fan Lam DiffM 75 2 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 52 0 0 08 May 2025
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models Jialong Jiang Wenkang Hu Jian Huang Yuling Jiao Xu Liu DiffM 57 0 0 08 May 2025
Riemannian Denoising Diffusion Probabilistic Models Ziqiang Liu Wei Zhang Christof Schütte Tiejun Li DiffM 84 0 0 07 May 2025
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients Stefano Bruno Sotirios Sabanis DiffM 55 1 0 06 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability Liwen Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Yang Liu Yijiao Wang Jian Yang DiffM 63 0 0 06 May 2025
MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset via Attention Routing Zinan Guo Pengze Zhang Yanze Wu Chong Mou Mingcong Liu Qian He 40 0 0 05 May 2025
Quantizing Diffusion Models from a Sampling-Aware Perspective Qian Zeng Jie Song Yuanyu Wan Huiqiong Wang Mingli Song DiffM MQ 88 1 0 04 May 2025