Image Generation papers, 2023–2026
Text-to-image and synthesis
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 5,184 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 170 | 118 | 74 | 418 | 780 |
| 2024 | 318 | 199 | 156 | 543 | 1,216 |
| 2025 | 430 | 278 | 147 | 612 | 1,467 |
| 2026 | 453 | 349 | 230 | 689 | 1,721 |
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 28 of 28
- NeurIPS 2023The CLIP Model is Secretly an Image-to-Prompt Converter
- NeurIPS 2023Topology-Aware Uncertainty for Image Segmentation
- NeurIPS 2023Towards Consistent Video Editing with Text-to-Image Diffusion Models
- NeurIPS 2023Towards Symmetry-Aware Generation of Periodic Materials
- NeurIPS 2023Training Your Image Restoration Network Better with Random Weight Network as Optimization Function
- NeurIPS 2023Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis
- NeurIPS 2023TransHP: Image Classification with Hierarchical Prompting
- NeurIPS 2023Transient Neural Radiance Fields for Lidar View Synthesis and 3D Reconstruction
- NeurIPS 2023Transition-constant Normalization for Image Enhancement
- NeurIPS 2023Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models
- NeurIPS 2023UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild
- NeurIPS 2023Unified Segment-to-Segment Framework for Simultaneous Sequence Generation
- NeurIPS 2023Unleashing the Full Potential of Product Quantization for Large-Scale Image Retrieval
- NeurIPS 2023Unsupervised Image Denoising with Score Function
- NeurIPS 2023Validated Image Caption Rating Dataset
- NeurIPS 2023VideoComposer: Compositional Video Synthesis with Motion Controllability
- NeurIPS 2023VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution
- NeurIPS 2023Visual Instruction Inversion: Image Editing via Image Prompting
- NeurIPS 2023Visual Programming for Step-by-Step Text-to-Image Generation and Evaluation
- NeurIPS 2023VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation
- NeurIPS 2023What You See is What You Read? Improving Text-Image Alignment Evaluation
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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.