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

496 papers, page 10 of 10

451. CVPR 2024Training Diffusion Models Towards Diverse Image Generation with Reinforcement Learning
452. CVPR 2024Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation
453. CVPR 2024TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models
454. CVPR 2024Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers
455. CVPR 2024UDiFF: Generating Conditional Unsigned Distance Fields with Optimal Wavelet Diffusion
456. CVPR 2024UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
457. CVPR 2024UltrAvatar: A Realistic Animatable 3D Avatar Diffusion Model with Authenticity Guided Textures
458. CVPR 2024UniGS: Unified Representation for Image Generation and Segmentation
459. CVPR 2024Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization
460. CVPR 2024Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
461. CVPR 2024Unmixing Diffusion for Self-Supervised Hyperspectral Image Denoising
462. CVPR 2024UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model
463. CVPR 2024Unsupervised Keypoints from Pretrained Diffusion Models
464. CVPR 2024Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution
465. CVPR 2024Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model
466. CVPR 2024UV-IDM: Identity-Conditioned Latent Diffusion Model for Face UV-Texture Generation
467. CVPR 2024VecFusion: Vector Font Generation with Diffusion
468. CVPR 2024Vector Graphics Generation via Mutually Impulsed Dual-domain Diffusion
469. CVPR 2024Versatile Navigation Under Partial Observability via Value-guided Diffusion Policy
470. CVPR 2024Video Interpolation with Diffusion Models
471. CVPR 2024Video Prediction by Modeling Videos as Continuous Multi-Dimensional Processes
472. CVPR 2024Video-P2P: Video Editing with Cross-attention Control
473. CVPR 2024VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models
474. CVPR 2024VidToMe: Video Token Merging for Zero-Shot Video Editing
475. CVPR 2024ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models
476. CVPR 2024ViewFusion: Towards Multi-View Consistency via Interpolated Denoising
477. CVPR 2024Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models
478. CVPR 2024Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation
479. CVPR 2024ViVid-1-to-3: Novel View Synthesis with Video Diffusion Models
480. CVPR 2024Vlogger: Make Your Dream A Vlog
481. CVPR 2024VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models
482. CVPR 2024VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation
483. CVPR 2024Watermark-embedded Adversarial Examples for Copyright Protection against Diffusion Models
484. CVPR 2024WaveFace: Authentic Face Restoration with Efficient Frequency Recovery
485. CVPR 2024Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration
486. CVPR 2024When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation
487. CVPR 2024Wired Perspectives: Multi-View Wire Art Embraces Generative AI
488. CVPR 2024Wonder3D: Single Image to 3D using Cross-Domain Diffusion
489. CVPR 2024WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models
490. CVPR 2024X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model
491. CVPR 2024XCube: Large-Scale 3D Generative Modeling using Sparse Voxel Hierarchies
492. CVPR 2024Your Student is Better Than Expected: Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models
493. CVPR 2024Z*: Zero-shot Style Transfer via Attention Reweighting
494. CVPR 2024Zero-Reference Low-Light Enhancement via Physical Quadruple Priors
495. CVPR 2024Zero-Shot Structure-Preserving Diffusion Model for High Dynamic Range Tone Mapping
496. CVPR 2024ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image

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.