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

5,184 papers, page 38 of 104

1851. CVPR 2025Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI
1852. CVPR 2025DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
1853. CVPR 2025Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization
1854. CVPR 2025Deterministic Image-to-Image Translation via Denoising Brownian Bridge Models with Dual Approximators
1855. CVPR 2025Devil is in the Detail: Towards Injecting Fine Details of Image Prompt in Image Generation via Conflict-free Guidance and Stratified Attention
1856. CVPR 2025DI-PCG: Diffusion-based Efficient Inverse Procedural Content Generation for High-quality 3D Asset Creation
1857. CVPR 2025Diff-Palm: Realistic Palmprint Generation with Polynomial Creases and Intra-Class Variation Controllable Diffusion Models
1858. CVPR 2025Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation
1859. CVPR 2025Differentiable Inverse Rendering with Interpretable Basis BRDFs
1860. CVPR 2025DiffFNO: Diffusion Fourier Neural Operator
1861. CVPR 2025DiffLocks: Generating 3D Hair from a Single Image using Diffusion Models
1862. CVPR 2025DiffPortrait360: Consistent Portrait Diffusion for 360 View Synthesis
1863. CVPR 2025Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning
1864. CVPR 2025Diffusion Model is Effectively Its Own Teacher
1865. CVPR 2025Diffusion Self-Distillation for Zero-Shot Customized Image Generation
1866. CVPR 2025Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models
1867. CVPR 2025Diffusion-based Event Generation for High-Quality Image Deblurring
1868. CVPR 2025DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution
1869. CVPR 2025DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models
1870. CVPR 2025DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
1871. CVPR 2025DirectTriGS: Triplane-based Gaussian Splatting Field Representation for 3D Generation
1872. CVPR 2025Disco4D: Disentangled 4D Human Generation and Animation from a Single Image
1873. CVPR 2025Disentangled Pose and Appearance Guidance for Multi-Pose Generation
1874. CVPR 2025Disentangling Safe and Unsafe Image Corruptions via Anisotropy and Locality
1875. CVPR 2025Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment
1876. CVPR 2025Distraction is All You Need for Multimodal Large Language Model Jailbreaking
1877. CVPR 2025DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows
1878. CVPR 2025Divot: Diffusion Powers Video Tokenizer for Comprehension and Generation
1879. CVPR 2025DNF: Unconditional 4D Generation with Dictionary-based Neural Fields
1880. CVPR 2025DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables
1881. CVPR 2025Do ImageNet-trained Models Learn Shortcuts? The Impact of Frequency Shortcuts on Generalization
1882. CVPR 2025DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning
1883. CVPR 2025DocVLM: Make Your VLM an Efficient Reader
1884. CVPR 2025Dragin3D: Image Editing by Dragging in 3D Space
1885. CVPR 2025DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
1886. CVPR 2025DreamOmni: Unified Image Generation and Editing
1887. CVPR 2025DreamRelation: Bridging Customization and Relation Generation
1888. CVPR 2025DreamText: High Fidelity Scene Text Synthesis
1889. CVPR 2025DRiVE: Diffusion-based Rigging Empowers Generation of Versatile and Expressive Characters
1890. CVPR 2025DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation
1891. CVPR 2025Dual Diffusion for Unified Image Generation and Understanding
1892. CVPR 2025Dual Prompting Image Restoration with Diffusion Transformers
1893. CVPR 2025Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation
1894. CVPR 2025DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes
1895. CVPR 2025DynScene: Scalable Generation of Dynamic Robotic Manipulation Scenes for Embodied AI
1896. CVPR 2025Easy-editable Image Vectorization with Multi-layer Multi-scale Distributed Visual Feature Embedding
1897. CVPR 2025EditAR: Unified Conditional Generation with Autoregressive Models
1898. CVPR 2025Efficient Personalization of Quantized Diffusion Model without Backpropagation
1899. CVPR 2025Efficient Visual State Space Model for Image Deblurring
1900. CVPR 2025EigenGS Representation: From Eigenspace to Gaussian Image Space

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.