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

780 papers, page 15 of 16

701. NeurIPS 2023M$^{2}$SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors
702. NeurIPS 2023MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing
703. NeurIPS 2023Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation
704. NeurIPS 2023Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context
705. NeurIPS 2023MotionGPT: Human Motion as a Foreign Language
706. NeurIPS 2023Multi-resolution Spectral Coherence for Graph Generation with Score-based Diffusion
707. NeurIPS 2023MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
708. NeurIPS 2023Multimodal C4: An Open, Billion-scale Corpus of Images Interleaved with Text
709. NeurIPS 2023MVDiffusion: Enabling Holistic Multi-view Image Generation with Correspondence-Aware Diffusion
710. NeurIPS 2023NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations
711. NeurIPS 2023Nearest Neighbour with Bandit Feedback
712. NeurIPS 2023Networks are Slacking Off: Understanding Generalization Problem in Image Deraining
713. NeurIPS 2023Neural Image Compression: Generalization, Robustness, and Spectral Biases
714. NeurIPS 2023NICE: NoIse-modulated Consistency rEgularization for Data-Efficient GANs
715. NeurIPS 2023NIS3D: A Completely Annotated Benchmark for Dense 3D Nuclei Image Segmentation
716. NeurIPS 2023Norm-guided latent space exploration for text-to-image generation
717. NeurIPS 2023OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents
718. NeurIPS 2023One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization
719. NeurIPS 2023Optimal Transport-Guided Conditional Score-Based Diffusion Model
720. NeurIPS 2023Optimizing Prompts for Text-to-Image Generation
721. NeurIPS 2023PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation
722. NeurIPS 2023PanoGRF: Generalizable Spherical Radiance Fields for Wide-baseline Panoramas
723. NeurIPS 2023PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance
724. NeurIPS 2023PHOTOSWAP: Personalized Subject Swapping in Images
725. NeurIPS 2023Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation
726. NeurIPS 2023PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model
727. NeurIPS 2023Point Cloud Completion with Pretrained Text-to-Image Diffusion Models
728. NeurIPS 2023ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
729. NeurIPS 2023PromptIR: Prompting for All-in-One Image Restoration
730. NeurIPS 2023PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
731. NeurIPS 2023PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising
732. NeurIPS 2023Q-DM: An Efficient Low-bit Quantized Diffusion Model
733. NeurIPS 2023Quilt-1M: One Million Image-Text Pairs for Histopathology
734. NeurIPS 2023RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths
735. NeurIPS 2023Real-World Image Variation by Aligning Diffusion Inversion Chain
736. NeurIPS 2023Recaptured Raw Screen Image and Video Demoiréing via Channel and Spatial Modulations
737. NeurIPS 2023Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors
738. NeurIPS 2023Reproducibility Study of ”CartoonX: Cartoon Explanations of Image Classifiers”
739. NeurIPS 2023Reproducibility Study of “Quantifying Societal Bias Amplification in Image Captioning”
740. NeurIPS 2023ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting
741. NeurIPS 2023Revisiting the Evaluation of Image Synthesis with GANs
742. NeurIPS 2023Rubik's Cube: High-Order Channel Interactions with a Hierarchical Receptive Field
743. NeurIPS 2023Scalable 3D Captioning with Pretrained Models
744. NeurIPS 2023SceneScape: Text-Driven Consistent Scene Generation
745. NeurIPS 2023SEGA: Instructing Text-to-Image Models using Semantic Guidance
746. NeurIPS 2023Semantic Image Synthesis with Unconditional Generator
747. NeurIPS 2023SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds
748. NeurIPS 2023Spatio-Angular Convolutions for Super-resolution in Diffusion MRI
749. NeurIPS 2023SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
750. NeurIPS 2023Stable Bias: Evaluating Societal Representations in Diffusion Models

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.