{"total":64,"rows":[{"id":"2209.00796","title":"Diffusion Models: A Comprehensive Survey of Methods and Applications","created":"2022-09-02","cited_by_count":1114,"area":"diffusion"},{"id":"2209.12152","title":"All are Worth Words: A ViT Backbone for Diffusion Models","created":"2022-09-25","cited_by_count":502,"area":"diffusion"},{"id":"2310.02279","title":"Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion","created":"2023-10-01","cited_by_count":459,"area":"diffusion"},{"id":"2209.02646","title":"A Survey on Generative Diffusion Model","created":"2022-09-06","cited_by_count":240,"area":"diffusion"},{"id":"2409.02908","title":"Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling","created":"2024-09-04","cited_by_count":208,"area":"diffusion"},{"id":"2303.06555","title":"One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale","created":"2023-03-12","cited_by_count":187,"area":"diffusion"},{"id":"2310.13268","title":"DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics","created":"2023-10-20","cited_by_count":161,"area":"diffusion"},{"id":"2304.12824","title":"Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning","created":"2023-04-25","cited_by_count":149,"area":"diffusion"},{"id":"2304.11751","title":"Score-Based Diffusion Models as Principled Priors for Inverse Imaging","created":"2023-04-23","cited_by_count":127,"area":"diffusion"},{"id":"2510.08431","title":"Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency","created":"2025-10-09","cited_by_count":86,"area":"diffusion"},{"id":"2311.01410","title":"The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing","created":"2023-11-02","cited_by_count":62,"area":"diffusion"},{"id":"2305.03935","title":"Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs","created":"2023-05-06","cited_by_count":54,"area":"diffusion"},{"id":"2312.13236","title":"Diffusion Models With Learned Adaptive Noise","created":"2023-12-20","cited_by_count":51,"area":"diffusion"},{"id":"2405.15885","title":"Diffusion Bridge Implicit Models","created":"2024-05-24","cited_by_count":49,"area":"diffusion"},{"id":"2402.05608","title":"Scalable Diffusion Models with State Space Backbone","created":"2024-02-08","cited_by_count":45,"area":"diffusion"},{"id":"2402.02149","title":"Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance","created":"2024-02-03","cited_by_count":44,"area":"diffusion"},{"id":"2210.04296","title":"FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation","created":"2022-10-09","cited_by_count":36,"area":"diffusion"},{"id":"2410.04760","title":"Stochastic Runge-Kutta Methods: Provable Acceleration of Diffusion Models","created":"2024-10-07","cited_by_count":35,"area":"diffusion"},{"id":"2406.18459","title":"DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance","created":"2024-06-26","cited_by_count":34,"area":"diffusion"},{"id":"2309.13598","title":"On the Posterior Distribution in Denoising: Application to Uncertainty Quantification","created":"2023-09-24","cited_by_count":33,"area":"diffusion"},{"id":"2401.02015","title":"Improving Diffusion-Based Image Synthesis with Context Prediction","created":"2024-01-04","cited_by_count":32,"area":"diffusion"},{"id":"2404.15766","title":"Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations","created":"2024-04-24","cited_by_count":28,"area":"diffusion"},{"id":"2403.01189","title":"Training Unbiased Diffusion Models From Biased Dataset","created":"2024-03-02","cited_by_count":25,"area":"diffusion"},{"id":"2402.02316","title":"Your Diffusion Model is Secretly a Certifiably Robust Classifier","created":"2024-02-04","cited_by_count":24,"area":"diffusion"},{"id":"2410.22637","title":"Consistency Diffusion Bridge Models","created":"2024-10-30","cited_by_count":23,"area":"diffusion"},{"id":"2306.11251","title":"Lipschitz Singularities in Diffusion Models","created":"2023-06-20","cited_by_count":21,"area":"diffusion"},{"id":"2411.01293","title":"Diffusion Models as Cartoonists: The Curious Case of High Density Regions","created":"2024-11-02","cited_by_count":21,"area":"diffusion"},{"id":"2412.04140","title":"Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes","created":"2024-12-05","cited_by_count":21,"area":"diffusion"},{"id":"2502.17436","title":"Towards Hierarchical Rectified Flow","created":"2025-02-24","cited_by_count":20,"area":"diffusion"},{"id":"2309.17074","title":"AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation","created":"2023-09-29","cited_by_count":14,"area":"diffusion"},{"id":"2410.11149","title":"Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs","created":"2024-10-15","cited_by_count":14,"area":"diffusion"},{"id":"2403.11262","title":"Understanding Diffusion Models by Feynman's Path Integral","created":"2024-03-17","cited_by_count":13,"area":"diffusion"},{"id":"2311.15996","title":"Closing the ODE-SDE gap in score-based diffusion models through the Fokker-Planck equation","created":"2023-11-27","cited_by_count":12,"area":"diffusion"},{"id":"2403.09468","title":"Eta Inversion: Designing an Optimal Eta Function for Diffusion-based Real Image Editing","created":"2024-03-14","cited_by_count":12,"area":"diffusion"},{"id":"2402.17563","title":"Structure-Guided Adversarial Training of Diffusion Models","created":"2024-02-27","cited_by_count":11,"area":"diffusion"},{"id":"2406.13215","title":"Neural Residual Diffusion Models for Deep Scalable Vision Generation","created":"2024-06-19","cited_by_count":9,"area":"diffusion"},{"id":"2602.00869","title":"Improving Flow Matching by Aligning Flow Divergence","created":"2026-01-31","cited_by_count":9,"area":"diffusion"},{"id":"2302.06504","title":"Preconditioned Score-based Generative Models","created":"2023-02-13","cited_by_count":6,"area":"diffusion"},{"id":"2505.17517","title":"The Spacetime of Diffusion Models: An Information Geometry Perspective","created":"2025-05-23","cited_by_count":6,"area":"diffusion"},{"id":"2308.11449","title":"Convergence guarantee for consistency models","created":"2023-08-22","cited_by_count":5,"area":"diffusion"},{"id":"2503.10219","title":"Probability-Flow ODE in Infinite-Dimensional Function Spaces","created":"2025-03-13","cited_by_count":5,"area":"diffusion"},{"id":"2505.23264","title":"Efficiently Access Diffusion Fisher: Within the Outer Product Span Space","created":"2025-05-29","cited_by_count":5,"area":"diffusion"},{"id":"2310.17167","title":"Improving Denoising Diffusion Models via Simultaneous Estimation of Image and Noise","created":"2023-10-26","cited_by_count":4,"area":"diffusion"},{"id":"2302.10688","title":"On Calibrating Diffusion Probabilistic Models","created":"2023-02-21","cited_by_count":3,"area":"diffusion"},{"id":"2405.20675","title":"Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling","created":"2024-05-31","cited_by_count":3,"area":"diffusion"},{"id":"2512.04283","title":"Plug-and-Play Image Restoration with Flow Matching: A Continuous Viewpoint","created":"2025-12-03","cited_by_count":3,"area":"diffusion"},{"id":"2404.09016","title":"Theoretical research on generative diffusion models: an overview","created":"2024-04-13","cited_by_count":2,"area":"diffusion"},{"id":"2407.04495","title":"Speed-accuracy relations for diffusion models: Wisdom from nonequilibrium thermodynamics and optimal transport","created":"2024-07-05","cited_by_count":2,"area":"diffusion"},{"id":"2412.01787","title":"Pretrained Reversible Generation as Unsupervised Visual Representation Learning","created":"2024-11-29","cited_by_count":2,"area":"diffusion"},{"id":"2503.03007","title":"Benchmarking Diffusion Annealing-Based Bayesian Inverse Problem Solvers","created":"2025-03-04","cited_by_count":2,"area":"diffusion"},{"id":"2503.22140","title":"Score-Based Turbo Message Passing for Plug-and-Play Compressive Image Recovery","created":"2025-03-28","cited_by_count":2,"area":"diffusion"},{"id":"2602.23732","title":"A Difference-in-Difference Approach to Detecting AI-Generated Images","created":"2026-02-27","cited_by_count":2,"area":"diffusion"},{"id":"2502.02922","title":"Elucidating the Preconditioning in Consistency Distillation","created":"2025-02-05","cited_by_count":1,"area":"diffusion"},{"id":"2601.11444","title":"When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models","created":"2026-01-16","cited_by_count":1,"area":"diffusion"},{"id":"2602.02045","title":"Outlier-robust Diffusion Posterior Sampling for Bayesian Inverse Problems","created":"2026-02-02","cited_by_count":1,"area":"diffusion"},{"id":"2605.13910","title":"Covariance-aware sampling for Diffusion Models","created":"2026-05-13","cited_by_count":1,"area":"diffusion"},{"id":"2608.28010","title":"When Can Conditional Flow Matching Replace Pointwise Negative Log-Likelihood?","created":"2026-08-28","cited_by_count":1,"area":"diffusion"},{"id":"2609.09905","title":"FlowCPO: A Unified Divergence View of Preference Alignment for Flow Models","created":"2026-09-09","cited_by_count":1,"area":"diffusion"},{"id":"2610.02663","title":"Generalization Bounds for Flow-matching Generative Models for Intrinsically Low-dimensional Data","created":"2026-10-02","cited_by_count":1,"area":"diffusion"},{"id":"2406.05396","title":"Mean-field Chaos Diffusion Models","created":"2024-06-08","cited_by_count":0,"area":"diffusion"},{"id":"2408.02710","title":"RCDM: Enabling Robustness for Conditional Diffusion Model","created":"2024-08-05","cited_by_count":0,"area":"diffusion"},{"id":"2409.06364","title":"What happens to diffusion model likelihood when your model is conditional?","created":"2024-09-10","cited_by_count":0,"area":"diffusion"},{"id":"2508.03636","title":"Likelihood Matching for Diffusion Models","created":"2025-08-05","cited_by_count":0,"area":"diffusion"},{"id":"2512.14435","title":"Score-Based Turbo Message Passing for Plug-and-Play Compressive Imaging","created":"2025-12-16","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}