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

6,899 papers, page 133 of 138

6601. NeurIPS 2023Boundary Guided Learning-Free Semantic Control with Diffusion Models
6602. NeurIPS 2023Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models
6603. NeurIPS 2023Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark
6604. NeurIPS 2023Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback
6605. NeurIPS 2023Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity
6606. NeurIPS 2023Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation
6607. NeurIPS 2023COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs
6608. NeurIPS 2023Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise
6609. NeurIPS 2023Collaborative Score Distillation for Consistent Visual Editing
6610. NeurIPS 2023CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graph Diffusion
6611. NeurIPS 2023Complexity Matters: Rethinking the Latent Space for Generative Modeling
6612. NeurIPS 2023Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task
6613. NeurIPS 2023Compositional Foundation Models for Hierarchical Planning
6614. NeurIPS 2023Compositional Sculpting of Iterative Generative Processes
6615. NeurIPS 2023Concept Algebra for (Score-Based) Text-Controlled Generative Models
6616. NeurIPS 2023Conditional Matrix Flows for Gaussian Graphical Models
6617. NeurIPS 2023Conditional Score Guidance for Text-Driven Image-to-Image Translation
6618. NeurIPS 2023Conditional score-based diffusion models for Bayesian inference in infinite dimensions
6619. NeurIPS 2023Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model
6620. NeurIPS 2023ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image
6621. NeurIPS 2023Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent
6622. NeurIPS 2023Constructing Non-isotropic Gaussian Diffusion Model Using Isotropic Gaussian Diffusion Model for Image Editing
6623. NeurIPS 2023Content-based Unrestricted Adversarial Attack
6624. NeurIPS 2023Continuous Parametric Optical Flow
6625. NeurIPS 2023Continuous-Time Functional Diffusion Processes
6626. NeurIPS 2023Contrastive Sampling Chains in Diffusion Models
6627. NeurIPS 2023Controlling Text-to-Image Diffusion by Orthogonal Finetuning
6628. NeurIPS 2023Convolutional State Space Models for Long-Range Spatiotemporal Modeling
6629. NeurIPS 2023CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography
6630. NeurIPS 2023Crystal Structure Prediction by Joint Equivariant Diffusion
6631. NeurIPS 2023Customizable Image Synthesis with Multiple Subjects
6632. NeurIPS 2023CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation
6633. NeurIPS 2023D4Explainer: In-distribution Explanations of Graph Neural Network via Discrete Denoising Diffusion
6634. NeurIPS 2023Data-Centric Learning from Unlabeled Graphs with Diffusion Model
6635. NeurIPS 2023Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation
6636. NeurIPS 2023DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models
6637. NeurIPS 2023Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models
6638. NeurIPS 2023Debiasing Pretrained Generative Models by Uniformly Sampling Semantic Attributes
6639. NeurIPS 2023Debiasing Scores and Prompts of 2D Diffusion for View-consistent Text-to-3D Generation
6640. NeurIPS 2023Decorate3D: Text-Driven High-Quality Texture Generation for Mesh Decoration in the Wild
6641. NeurIPS 2023DeepPCR: Parallelizing Sequential Operations in Neural Networks
6642. NeurIPS 2023Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models
6643. NeurIPS 2023Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models
6644. NeurIPS 2023DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
6645. NeurIPS 2023DiffComplete: Diffusion-based Generative 3D Shape Completion
6646. NeurIPS 2023DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology
6647. NeurIPS 2023DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing
6648. NeurIPS 2023DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models
6649. NeurIPS 2023DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model
6650. NeurIPS 2023DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models

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.