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

660 papers, page 5 of 14

  1. ICLR 2023Novel View Synthesis with Diffusion Models
  2. ICLR 2023Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling
  3. ICLR 2023Particle-based Variational Inference with Preconditioned Functional Gradient Flow
  4. ICLR 2023Prompt-to-Prompt Image Editing with Cross-Attention Control
  5. ICLR 2023Protein Sequence and Structure Co-Design with Equivariant Translation
  6. ICLR 2023Pseudoinverse-Guided Diffusion Models for Inverse Problems
  7. ICLR 2023Quantized Compressed Sensing with Score-Based Generative Models
  8. ICLR 2023Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images
  9. ICLR 2023Re-Imagen: Retrieval-Augmented Text-to-Image Generator
  10. ICLR 2023Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
  11. ICLR 2023Score-based Continuous-time Discrete Diffusion Models
  12. ICLR 2023Semi-Implicit Variational Inference via Score Matching
  13. ICLR 2023SketchKnitter: Vectorized Sketch Generation with Diffusion Models
  14. ICLR 2023Stable Target Field for Reduced Variance Score Estimation in Diffusion Models
  15. ICLR 2023STaSy: Score-based Tabular data Synthesis
  16. ICLR 2023Statistical Efficiency of Score Matching: The View from Isoperimetry
  17. ICLR 2023Stochastic Multi-Person 3D Motion Forecasting
  18. ICLR 2023Structure by Architecture: Structured Representations without Regularization
  19. ICLR 2023Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
  20. ICLR 2023Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders
  21. ICLR 2023Understanding DDPM Latent Codes Through Optimal Transport
  22. ICLR 2023Unified Discrete Diffusion for Simultaneous Vision-Language Generation
  23. ICLR 2023Where to Diffuse, How to Diffuse, and How to Get Back: Automated Learning for Multivariate Diffusions
  24. ICLR 2023Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
  25. ICML 2023A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification
  26. ICML 2023A Flexible Diffusion Model
  27. ICML 2023A Statistical Perspective on Retrieval-Based Models
  28. ICML 2023A theory of continuous generative flow networks
  29. ICML 2023AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners
  30. ICML 2023Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples
  31. ICML 2023Analyzing Diffusion as Serial Reproduction
  32. ICML 2023Are Diffusion Models Vulnerable to Membership Inference Attacks?
  33. ICML 2023Attributing Image Generative Models using Latent Fingerprints
  34. ICML 2023AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
  35. ICML 2023Autoregressive Diffusion Model for Graph Generation
  36. ICML 2023Better Diffusion Models Further Improve Adversarial Training
  37. ICML 2023Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces
  38. ICML 2023Causal Proxy Models for Concept-based Model Explanations
  39. ICML 2023Coarse-to-Fine: a Hierarchical Diffusion Model for Molecule Generation in 3D
  40. ICML 2023CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis
  41. ICML 2023COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models
  42. ICML 2023Composer: Creative and Controllable Image Synthesis with Composable Conditions
  43. ICML 2023Compositional Score Modeling for Simulation-Based Inference
  44. ICML 2023Conditionally Strongly Log-Concave Generative Models
  45. ICML 2023Cones: Concept Neurons in Diffusion Models for Customized Generation
  46. ICML 2023Consistency Models
  47. ICML 2023Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning
  48. ICML 2023DDGR: Continual Learning with Deep Diffusion-based Generative Replay
  49. ICML 2023DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design
  50. ICML 2023Denoising MCMC for Accelerating Diffusion-Based Generative Models

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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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