Diffusion Models papers, 2023–2026

Diffusion, flow matching, and score-based generative modeling

Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 6,900 papers are tagged with this topic.

Key findings

Papers per year

Papers per venue

Counts by year and venue

Diffusion Models papers by year and venue
YearNeurIPSICLRICMLCVPRTotal
202332786109138660
20245202601954961,471
20256944873465512,078
20266616947286082,691

Representative papers

Spread across years and venues so every edition shows up

All Diffusion Models papers

YearAll2023202420252026
VenueAllNeurIPSICLRICMLCVPR

346 papers, page 7 of 7

  1. ICML 2025Supercharging Graph Transformers with Advective Diffusion
  2. ICML 2025Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
  3. ICML 2025TabNAT: A Continuous-Discrete Joint Generative Framework for Tabular Data
  4. ICML 2025Taming Diffusion for Dataset Distillation with High Representativeness
  5. ICML 2025Taming Rectified Flow for Inversion and Editing
  6. ICML 2025Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion
  7. ICML 2025Targeted Unlearning with Single Layer Unlearning Gradient
  8. ICML 2025Task-Agnostic Pre-training and Task-Guided Fine-tuning for Versatile Diffusion Planner
  9. ICML 2025TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness
  10. ICML 2025TeLoGraF: Temporal Logic Planning via Graph-encoded Flow Matching
  11. ICML 2025Temporal Difference Flows
  12. ICML 2025Test-Time Canonicalization by Foundation Models for Robust Perception
  13. ICML 2025The Diffusion Duality
  14. ICML 2025The Noisy Laplacian: a Threshold Phenomenon for Non-Linear Dimension Reduction
  15. ICML 2025Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos
  16. ICML 2025TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation
  17. ICML 2025TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision
  18. ICML 2025ToMA: Token Merge with Attention for Diffusion Models
  19. ICML 2025Towards a Mechanistic Explanation of Diffusion Model Generalization
  20. ICML 2025Towards Black-Box Membership Inference Attack for Diffusion Models
  21. ICML 2025Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions
  22. ICML 2025Training Diffusion-based Generative Models with Limited Data
  23. ICML 2025TruthFlow: Truthful LLM Generation via Representation Flow Correction
  24. ICML 2025Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion
  25. ICML 2025Ultra-Resolution Adaptation with Ease
  26. ICML 2025Understanding and Mitigating Memorization in Diffusion Models for Tabular Data
  27. ICML 2025Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes
  28. ICML 2025UniDB: A Unified Diffusion Bridge Framework via Stochastic Optimal Control
  29. ICML 2025UniMC: Taming Diffusion Transformer for Unified Keypoint-Guided Multi-Class Image Generation
  30. ICML 2025UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
  31. ICML 2025Unsupervised Learning for Class Distribution Mismatch
  32. ICML 2025Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities
  33. ICML 2025Variance as a Catalyst: Efficient and Transferable Semantic Erasure Adversarial Attack for Customized Diffusion Models
  34. ICML 2025Variational Control for Guidance in Diffusion Models
  35. ICML 2025Variational Rectified Flow Matching
  36. ICML 2025VCT: Training Consistency Models with Variational Noise Coupling
  37. ICML 2025VerbalTS: Generating Time Series from Texts
  38. ICML 2025Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations
  39. ICML 2025VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models
  40. ICML 2025Wasserstein Flow Matching: Generative Modeling Over Families of Distributions
  41. ICML 2025When Diffusion Models Memorize: Inductive Biases in Probability Flow of Minimum-Norm Shallow Neural Nets
  42. ICML 2025When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class
  43. ICML 2025WMAdapter: Adding WaterMark Control to Latent Diffusion Models
  44. ICML 2025WyckoffDiff -- A Generative Diffusion Model for Crystal Symmetry
  45. ICML 2025Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models
  46. ICML 2025Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints

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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.

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