Diffusion Models papers, 2023–2026

Key findings

• Diffusion Models went from 660 papers in 2023 to 2,691 in 2026, roughly 4.1x in three years.
• NeurIPS publishes the most Diffusion Models work: 2,202 papers from 2023 to 2026, 32% of the four-venue total.
• The fastest-growing overlap is with Applications · chemistry physics and earth sciences: papers tagged with both rose from 14 in 2023 to 163 in 2026.
• Among the 11 topics under Deep Learning, it ranks #1 by 2026 paper count; the fastest grower in the group, Deep learning · foundation models, is up 2.5x versus 4.1x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$\mathbf{D^{3}S^{2}}$: Diffusion-Guided Dataset Distillation for Semantic Segmentation
• ICML 2026“Do Diffusion Models Dream of Electric Planes?” Discrete and Continuous Simulation-Based Inference for Aircraft Design
• ICLR 2026$\alpha$-DPO: Robust Preference Alignment for Diffusion Models via $\alpha$ Divergence
• CVPR 20262ndMatch Finetuning Pruned Diffusion Models via Second-Order Jacobian Matching
• NeurIPS 2025$\text{S}^2$Q-VDiT: Accurate Quantized Video Diffusion Transformer with Salient Data and Sparse Token Distillation
• ICML 2025A First-order Generative Bilevel Optimization Framework for Diffusion Models
• ICLR 2025$\text{I}^2\text{AM}$: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps
• CVPR 20253DEnhancer: Consistent Multi-View Diffusion for 3D Enhancement
• NeurIPS 2024$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation
• ICML 2024A Dense Reward View on Aligning Text-to-Image Diffusion with Preference
• ICLR 2024$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States
• CVPR 2024D^4: Dataset Distillation via Disentangled Diffusion Model
• NeurIPS 20233D molecule generation by denoising voxel grids
• ICML 2023A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification
• ICLR 2023(Certified!!) Adversarial Robustness for Free!
• CVPR 20233D Neural Field Generation Using Triplane Diffusion
• NeurIPS 2026$\text{PartConcepts}$: A Unified Mechanism for Fine-Grained Part Localization and Generation
• ICML 2026$\sigma$: Sigmoid Modulation for Ultra High Resolution Diffusion
• ICLR 2026$\textit{MADFormer}$: Mixed Autoregressive and Diffusion Transformers for Continuous Image Generation
• CVPR 20263D-LATTE Latent Space 3D Editing from Textual Instructions

All Diffusion Models papers

1,471 papers, page 2 of 30

51. CVPR 2024CAMEL: CAusal Motion Enhancement Tailored for Lifting Text-driven Video Editing
52. CVPR 2024Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion?
53. CVPR 2024CapHuman: Capture Your Moments in Parallel Universes
54. CVPR 2024Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning
55. CVPR 2024CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model
56. CVPR 2024CCEdit: Creative and Controllable Video Editing via Diffusion Models
57. CVPR 2024CDFormer: When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution
58. CVPR 2024CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion
59. CVPR 2024Check Locate Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation
60. CVPR 2024CityDreamer: Compositional Generative Model of Unbounded 3D Cities
61. CVPR 2024Clockwork Diffusion: Efficient Generation With Model-Step Distillation
62. CVPR 2024Closely Interactive Human Reconstruction with Proxemics and Physics-Guided Adaption
63. CVPR 2024Co-Speech Gesture Video Generation via Motion-Decoupled Diffusion Model
64. CVPR 2024Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis
65. CVPR 2024CoDi: Conditional Diffusion Distillation for Higher-Fidelity and Faster Image Generation
66. CVPR 2024Collaborating Foundation Models for Domain Generalized Semantic Segmentation
67. CVPR 2024CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images
68. CVPR 2024Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models
69. CVPR 2024CONFORM: Contrast is All You Need for High-Fidelity Text-to-Image Diffusion Models
70. CVPR 2024Confronting Ambiguity in 6D Object Pose Estimation via Score-Based Diffusion on SE(3)
71. CVPR 2024ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing
72. CVPR 2024Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior
73. CVPR 2024ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion
74. CVPR 2024ConTex-Human: Free-View Rendering of Human from a Single Image with Texture-Consistent Synthesis
75. CVPR 2024Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
76. CVPR 2024ConvoFusion: Multi-Modal Conversational Diffusion for Co-Speech Gesture Synthesis
77. CVPR 2024Correcting Diffusion Generation through Resampling
78. CVPR 2024CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection
79. CVPR 2024CoSeR: Bridging Image and Language for Cognitive Super-Resolution
80. CVPR 2024CosmicMan: A Text-to-Image Foundation Model for Humans
81. CVPR 2024CPR: Retrieval Augmented Generation for Copyright Protection
82. CVPR 2024Cross Initialization for Face Personalization of Text-to-Image Models
83. CVPR 2024CrowdDiff: Multi-hypothesis Crowd Density Estimation using Diffusion Models
84. CVPR 2024CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition
85. CVPR 2024Customization Assistant for Text-to-Image Generation
86. CVPR 2024D^4: Dataset Distillation via Disentangled Diffusion Model
87. CVPR 2024DanceCamera3D: 3D Camera Movement Synthesis with Music and Dance
88. CVPR 2024De-Diffusion Makes Text a Strong Cross-Modal Interface
89. CVPR 2024DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations
90. CVPR 2024Deep Equilibrium Diffusion Restoration with Parallel Sampling
91. CVPR 2024DeepCache: Accelerating Diffusion Models for Free
92. CVPR 2024Delving into the Trajectory Long-tail Distribution for Muti-object Tracking
93. CVPR 2024DemoFusion: Democratising High-Resolution Image Generation With No $$$
94. CVPR 2024DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception
95. CVPR 2024Diff-BGM: A Diffusion Model for Video Background Music Generation
96. CVPR 2024Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks
97. CVPR 2024DiffAM: Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection
98. CVPR 2024DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly
99. CVPR 2024DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting
100. CVPR 2024DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing

FAQ

How many Diffusion Models papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

6,900 in total: 660 in 2023, 1,471 in 2024, 2,078 in 2025, 2,691 in 2026.

How many Diffusion Models papers are at NeurIPS 2026?

NeurIPS 2026 has 661 Diffusion Models papers, versus 694 the year before.

How many Diffusion Models papers are at ICLR 2026?

ICLR 2026 has 694 Diffusion Models papers, versus 487 the year before.

How many Diffusion Models papers are at ICML 2026?

ICML 2026 has 728 Diffusion Models papers, versus 346 the year before.

How many Diffusion Models papers are at CVPR 2026?

CVPR 2026 has 608 Diffusion Models papers, versus 551 the year before.

Which conference publishes the most Diffusion Models papers?

NeurIPS, with 2,202 papers from 2023 to 2026.