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

1,371 papers, page 21 of 28

1001. NeurIPS 2024From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
1002. NeurIPS 2024From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
1003. NeurIPS 2024From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
1004. NeurIPS 2024FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images
1005. NeurIPS 2024GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
1006. NeurIPS 2024Generalizable Person Re-identification via Balancing Alignment and Uniformity
1007. NeurIPS 2024Generating compositional scenes via Text-to-image RGBA Instance Generation
1008. NeurIPS 2024GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping
1009. NeurIPS 2024GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
1010. NeurIPS 2024Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images
1011. NeurIPS 2024Grasp as You Say: Language-guided Dexterous Grasp Generation
1012. NeurIPS 2024GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
1013. NeurIPS 2024GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring
1014. NeurIPS 2024GuardT2I: Defending Text-to-Image Models from Adversarial Prompts
1015. NeurIPS 2024Guiding a Diffusion Model with a Bad Version of Itself
1016. NeurIPS 2024HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation
1017. NeurIPS 2024Harmonizing Visual Text Comprehension and Generation
1018. NeurIPS 2024HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
1019. NeurIPS 2024HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
1020. NeurIPS 2024High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
1021. NeurIPS 2024Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation
1022. NeurIPS 2024Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
1023. NeurIPS 2024How Control Information Influences Multilingual Text Image Generation and Editing?
1024. NeurIPS 2024How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?
1025. NeurIPS 2024HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation
1026. NeurIPS 2024Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis
1027. NeurIPS 2024Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
1028. NeurIPS 2024Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models
1029. NeurIPS 2024II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models
1030. NeurIPS 2024Image Reconstruction Via Autoencoding Sequential Deep Image Prior
1031. NeurIPS 2024Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions
1032. NeurIPS 2024Image Understanding Makes for A Good Tokenizer for Image Generation
1033. NeurIPS 2024Image-aware Evaluation of Generated Medical Reports
1034. NeurIPS 2024IMAGPose: A Unified Conditional Framework for Pose-Guided Person Generation
1035. NeurIPS 2024Improved Distribution Matching Distillation for Fast Image Synthesis
1036. NeurIPS 2024Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
1037. NeurIPS 2024In Pursuit of Causal Label Correlations for Multi-label Image Recognition
1038. NeurIPS 2024Incentivizing Quality Text Generation via Statistical Contracts
1039. NeurIPS 2024INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
1040. NeurIPS 2024IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
1041. NeurIPS 2024Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
1042. NeurIPS 2024Invertible Consistency Distillation for Text-Guided Image Editing in Around 7 Steps
1043. NeurIPS 2024IR-CM: The Fast and General-purpose Image Restoration Method Based on Consistency Model
1044. NeurIPS 2024IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
1045. NeurIPS 2024Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
1046. NeurIPS 2024Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
1047. NeurIPS 2024KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
1048. NeurIPS 2024L4GM: Large 4D Gaussian Reconstruction Model
1049. NeurIPS 2024Language Generation in the Limit
1050. NeurIPS 2024Language-Driven Interactive Traffic Trajectory Generation

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.