Generative Flows papers, 2023–2026

Key findings

• Generative Flows went from 73 papers in 2023 to 139 in 2026, roughly 1.9x in three years.
• NeurIPS publishes the most Generative Flows work: 130 papers from 2023 to 2026, 30% of the four-venue total.
• The fastest-growing overlap is with Applications · chemistry physics and earth sciences: papers tagged with both rose from 1 in 2023 to 5 in 2026.
• Among the 5 topics under Probabilistic and Bayesian, it ranks #3 by 2026 paper count; the fastest grower in the group, Gaussian Processes, is up 2.2x versus 1.9x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Exact Recovery of Lipschitz Orthogonal Coordinate Transformations via Constrained Normalizing Flows
• ICML 2026Learning-to-Optimize via Deep Unfolded Flows
• ICLR 2026Frozen Priors, Fluid Forecasts: Prequential Uncertainty for Low-Data Deployment with Pretrained Generative Models
• CVPR 2026AnchorFlow Training-Free 3D Editing via Latent Anchor-Aligned Flows
• NeurIPS 2025Amortized Sampling with Transferable Normalizing Flows
• ICML 2025Annealing Flow Generative Models Towards Sampling High-Dimensional and Multi-Modal Distributions
• ICLR 2025Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks
• CVPR 2025DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows
• NeurIPS 2024Learning Distributions on Manifolds with Free-Form Flows
• ICML 2024A Computational Framework for Solving Wasserstein Lagrangian Flows
• ICLR 2024Fast and unified path gradient estimators for normalizing flows
• CVPR 2024Distributionally Generative Augmentation for Fair Facial Attribute Classification
• NeurIPS 2023Canonical normalizing flows for manifold learning
• ICML 2023MonoFlow: Rethinking Divergence GANs via the Perspective of Wasserstein Gradient Flows
• ICLR 2023AE-FLOW: Autoencoders with Normalizing Flows for Medical Images Anomaly Detection
• CVPR 2023Delving Into Discrete Normalizing Flows on SO(3) Manifold for Probabilistic Rotation Modeling
• NeurIPS 2026From Baselines to Transport Geodesics: Axiomatic Attribution via Optimal Generative Flows
• ICML 2026Hyperbolic RQ-VAE enhanced Generative Recommendation with Differential-Length Codebook Strategy
• ICLR 2026JAPAN: Joint Adaptive Prediction Areas with Normalising Flow
• CVPR 2026BUSSARD Normalizing Flows for Bijective Universal Scene-Specific Anomalous Relationship Detection

All Generative Flows papers

82 papers, page 1 of 2

1. CVPR 2026Affostruction 3D Affordance Grounding with Generative Reconstruction
2. CVPR 2026AnchorFlow Training-Free 3D Editing via Latent Anchor-Aligned Flows
3. CVPR 2026Attention May I Have Your Decision Localizing Generative Choices in
4. CVPR 2026Back to Basics Let Denoising Generative Models Denoise
5. CVPR 2026BUSSARD Normalizing Flows for Bijective Universal Scene-Specific Anomalous Relationship Detection
6. CVPR 2026CraftMesh High-Fidelity Generative Mesh Manipulation via Poisson Seamless Fusion
7. CVPR 2026Exploring Spatial Intelligence from a Generative Perspective
8. CVPR 2026From Inpainting to Layer Decomposition Repurposing Generative Inpainting Models for
9. CVPR 2026Generative Adversarial Perturbations with Cross-paradigm Transferability on Localized Crowd Counting
10. CVPR 2026GenMatter Perceiving Physical Objects with Generative Matter Models
11. CVPR 2026GenTract Generative Global Tractography
12. CVPR 2026HierAmp Coarse-to-Fine Autoregressive Amplification for Generative Dataset Distillation
13. CVPR 2026Improved Mean Flows On the Challenges of Fastforward Generative Models
14. CVPR 2026IncreFA Breaking the Static Wall of Generative Model Attribution
15. CVPR 2026Lafite A Generative Latent Field for 3D Native Texturing
16. CVPR 2026Making Training-Free Diffusion Segmentors Scale with the Generative Power
17. CVPR 2026Nonlinear Color Transfer via Learnable Bezier Flows
18. CVPR 2026PGA Prior-free Generative Attack for Practical No-box Scenario
19. CVPR 2026SAGA Source Attribution of Generative AI Videos
20. CVPR 2026ShowUI-p Flow-based Generative Models as GUI Dexterous Hands
21. CVPR 2026STARFlow-V End-to-End Video Generative Modeling with Autoregressive Normalizing Flows
22. CVPR 2026TGTrack Temporal Generative Learning for Unified Single Object Tracking
23. CVPR 2026Transition Models Rethinking the Generative Learning Objective
24. CVPR 2026UniTEX Universal High Fidelity Generative Texturing for 3D Shapes
25. CVPR 2025Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language
26. CVPR 2025Can Generative Video Models Help Pose Estimation?
27. CVPR 2025Decompositional Neural Scene Reconstruction with Generative Diffusion Prior
28. CVPR 2025DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows
29. CVPR 2025Exploration-Driven Generative Interactive Environments
30. CVPR 2025GCC: Generative Color Constancy via Diffusing a Color Checker
31. CVPR 2025Generalizable Object Keypoint Localization from Generative Priors
32. CVPR 2025Generative Densification: Learning to Densify Gaussians for High-Fidelity Generalizable 3D Reconstruction
33. CVPR 2025Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens
34. CVPR 2025Generative Photomontage
35. CVPR 2025GIF: Generative Inspiration for Face Recognition at Scale
36. CVPR 2025IDEA-Bench: How Far are Generative Models from Professional Designing?
37. CVPR 2025LookingGlass: Generative Anamorphoses via Laplacian Pyramid Warping
38. CVPR 2025Omni-ID: Holistic Identity Representation Designed for Generative Tasks
39. CVPR 2025PERSE: Personalized 3D Generative Avatars from A Single Portrait
40. CVPR 2025PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?
41. CVPR 2025RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins
42. CVPR 2025Segment Any-Quality Images with Generative Latent Space Enhancement
43. CVPR 2025Symbolic Representation for Any-to-Any Generative Tasks
44. CVPR 2025Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training?
45. CVPR 2025Traversing Distortion-Perception Tradeoff using a Single Score-Based Generative Model
46. CVPR 2025Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach
47. CVPR 2024All Rivers Run to the Sea: Private Learning with Asymmetric Flows
48. CVPR 2024Boosting Flow-based Generative Super-Resolution Models via Learned Prior
49. CVPR 2024CityDreamer: Compositional Generative Model of Unbounded 3D Cities
50. CVPR 2024DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis

FAQ

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

429 in total: 73 in 2023, 98 in 2024, 119 in 2025, 139 in 2026.

How many Generative Flows papers are at NeurIPS 2026?

NeurIPS 2026 has 46 Generative Flows papers, versus 37 the year before.

How many Generative Flows papers are at ICLR 2026?

ICLR 2026 has 37 Generative Flows papers, versus 35 the year before.

How many Generative Flows papers are at ICML 2026?

ICML 2026 has 32 Generative Flows papers, versus 25 the year before.

How many Generative Flows papers are at CVPR 2026?

CVPR 2026 has 24 Generative Flows papers, versus 22 the year before.

Which conference publishes the most Generative Flows papers?

NeurIPS, with 130 papers from 2023 to 2026.