Image Generation papers, 2023–2026

Key findings

• Image Generation went from 780 papers in 2023 to 1,721 in 2026, roughly 2.2x in three years.
• CVPR publishes the most Image Generation work: 2,262 papers from 2023 to 2026, 44% of the four-venue total.
• The fastest-growing overlap is with Deep learning · generative models and autoencoders: papers tagged with both rose from 35 in 2023 to 150 in 2026.
• Among the 5 topics under Computer Vision, it ranks #1 by 2026 paper count; the fastest grower in the group, Video Understanding, is up 2.6x versus 2.2x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026$\texttt{bispectrum}$: Selective $G$-Bispectra Made Practical
• ICML 2026Klein Hyperbolic Metric Learning
• ICLR 2026A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
• CVPR 2026Adaptive Learned Image Compression with Graph Neural Networks
• NeurIPS 2025Alchemist: Turning Public Text-to-Image Data into Generative Gold
• ICML 2025BiMark: Unbiased Multilayer Watermarking for Large Language Models
• ICLR 2025Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding
• CVPR 2025A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition
• NeurIPS 2024Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines
• ICML 2024Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
• ICLR 2024AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
• CVPR 2024DemoCaricature: Democratising Caricature Generation with a Rough Sketch
• NeurIPS 20234D Panoptic Scene Graph Generation
• ICML 2023Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
• ICLR 2023Accurate Image Restoration with Attention Retractable Transformer
• CVPR 20233D GAN Inversion With Facial Symmetry Prior
• NeurIPS 2026A Theory of Time-Sensitive Language Generation: Sparse Hallucination Beats Mode Collapse
• ICML 2026Noisy-Channel Minimum Bayes Risk Decoding
• ICLR 2026All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
• CVPR 2026AIMDepth Asymmetric Image-Event Mamba for Monocular Depth Estimation

All Image Generation papers

1,216 papers, page 21 of 25

1001. NeurIPS 2024Exploring DCN-like architecture for fast image generation with arbitrary resolution
1002. NeurIPS 2024Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
1003. NeurIPS 2024Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
1004. NeurIPS 2024Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation
1005. NeurIPS 2024FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
1006. NeurIPS 2024FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models
1007. NeurIPS 2024Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
1008. NeurIPS 2024FastDrag: Manipulate Anything in One Step
1009. NeurIPS 2024FIFO-Diffusion: Generating Infinite Videos from Text without Training
1010. NeurIPS 2024FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
1011. NeurIPS 2024FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
1012. NeurIPS 2024FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions
1013. NeurIPS 2024FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner
1014. NeurIPS 2024Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
1015. NeurIPS 2024FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space
1016. NeurIPS 2024From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
1017. NeurIPS 2024From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
1018. NeurIPS 2024From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
1019. NeurIPS 2024FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images
1020. NeurIPS 2024GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
1021. NeurIPS 2024Generalizable Person Re-identification via Balancing Alignment and Uniformity
1022. NeurIPS 2024Generating compositional scenes via Text-to-image RGBA Instance Generation
1023. NeurIPS 2024GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
1024. NeurIPS 2024GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
1025. NeurIPS 2024Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images
1026. NeurIPS 2024Grasp as You Say: Language-guided Dexterous Grasp Generation
1027. NeurIPS 2024GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
1028. NeurIPS 2024GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
1029. NeurIPS 2024GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
1030. NeurIPS 2024Guiding a Diffusion Model with a Bad Version of Itself
1031. NeurIPS 2024HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation
1032. NeurIPS 2024Harmonizing Visual Text Comprehension and Generation
1033. NeurIPS 2024HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
1034. NeurIPS 2024HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
1035. NeurIPS 2024High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
1036. NeurIPS 2024Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
1037. NeurIPS 2024Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
1038. NeurIPS 2024How Control Information Influences Multilingual Text Image Generation and Editing?
1039. NeurIPS 2024How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?
1040. NeurIPS 2024HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation
1041. NeurIPS 2024Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
1042. NeurIPS 2024Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
1043. NeurIPS 2024Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models
1044. NeurIPS 2024II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models
1045. NeurIPS 2024Image Reconstruction Via Autoencoding Sequential Deep Image Prior
1046. NeurIPS 2024Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions
1047. NeurIPS 2024Image Understanding Makes for A Good Tokenizer for Image Generation
1048. NeurIPS 2024Image-aware Evaluation of Generated Medical Reports
1049. NeurIPS 2024IMAGPose: A Unified Conditional Framework for Pose-Guided Person Generation
1050. NeurIPS 2024Improved Distribution Matching Distillation for Fast Image Synthesis

FAQ

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

5,184 in total: 780 in 2023, 1,216 in 2024, 1,467 in 2025, 1,721 in 2026.

How many Image Generation papers are at NeurIPS 2026?

NeurIPS 2026 has 453 Image Generation papers, versus 430 the year before.

How many Image Generation papers are at ICLR 2026?

ICLR 2026 has 349 Image Generation papers, versus 278 the year before.

How many Image Generation papers are at ICML 2026?

ICML 2026 has 230 Image Generation papers, versus 147 the year before.

How many Image Generation papers are at CVPR 2026?

CVPR 2026 has 689 Image Generation papers, versus 612 the year before.

Which conference publishes the most Image Generation papers?

CVPR, with 2,262 papers from 2023 to 2026.