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

944 papers, page 16 of 19

751. ICLR 2024LRM: Large Reconstruction Model for Single Image to 3D
752. ICLR 2024Machine Unlearning for Image-to-Image Generative Models
753. ICLR 2024MaGIC: Multi-modality Guided Image Completion
754. ICLR 2024Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors
755. ICLR 2024MagicDrive: Street View Generation with Diverse 3D Geometry Control
756. ICLR 2024Manifold Preserving Guided Diffusion
757. ICLR 2024Matryoshka Diffusion Models
758. ICLR 2024Mean Field Theory in Deep Metric Learning
759. ICLR 2024Meaning Representations from Trajectories in Autoregressive Models
760. ICLR 2024Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
761. ICLR 2024MixSATGEN: Learning Graph Mixing for SAT Instance Generation
762. ICLR 2024MOFI: Learning Image Representations from Noisy Entity Annotated Images
763. ICLR 2024Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators
764. ICLR 2024Multilinear Operator Networks
765. ICLR 2024Multisize Dataset Condensation
766. ICLR 2024MVDream: Multi-view Diffusion for 3D Generation
767. ICLR 2024Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation
768. ICLR 2024NeRM: Learning Neural Representations for High-Framerate Human Motion Synthesis
769. ICLR 2024Noise Map Guidance: Inversion with Spatial Context for Real Image Editing
770. ICLR 2024Noise-free Score Distillation
771. ICLR 2024NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion Models beyond Spherical Linear Interpolation
772. ICLR 2024Object-Aware Inversion and Reassembly for Image Editing
773. ICLR 2024OmniControl: Control Any Joint at Any Time for Human Motion Generation
774. ICLR 2024On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection
775. ICLR 2024PanoDiffusion: 360-degree Panorama Outpainting via Diffusion
776. ICLR 2024Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models
777. ICLR 2024Patched Denoising Diffusion Models For High-Resolution Image Synthesis
778. ICLR 2024Perceptual Group Tokenizer: Building Perception with Iterative Grouping
779. ICLR 2024Personalize Segment Anything Model with One Shot
780. ICLR 2024PixArt-$\alpha$: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
781. ICLR 2024Pre-training with Random Orthogonal Projection Image Modeling
782. ICLR 2024Probabilistic Adaptation of Black-Box Text-to-Video Models
783. ICLR 2024Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
784. ICLR 2024PromptTTS 2: Describing and Generating Voices with Text Prompt
785. ICLR 2024Provable Robust Watermarking for AI-Generated Text
786. ICLR 2024R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation
787. ICLR 2024Real-Fake: Effective Training Data Synthesis Through Distribution Matching
788. ICLR 2024Real3D-Portrait: One-shot Realistic 3D Talking Portrait Synthesis
789. ICLR 2024Recursive Generalization Transformer for Image Super-Resolution
790. ICLR 2024Relay Diffusion: Unifying diffusion process across resolutions for image synthesis
791. ICLR 2024Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?
792. ICLR 2024Role of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs
793. ICLR 2024Safe and Robust Watermark Injection with a Single OoD Image
794. ICLR 2024SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
795. ICLR 2024ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models
796. ICLR 2024SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
797. ICLR 2024SE(3)-Stochastic Flow Matching for Protein Backbone Generation
798. ICLR 2024Seer: Language Instructed Video Prediction with Latent Diffusion Models
799. ICLR 2024SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction
800. ICLR 2024Sentence-level Prompts Benefit Composed Image Retrieval

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.