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

543 papers, page 9 of 11

401. CVPR 2024Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion
402. CVPR 2024Rich Human Feedback for Text-to-Image Generation
403. CVPR 2024RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D
404. CVPR 2024Robust Image Denoising through Adversarial Frequency Mixup
405. CVPR 2024Robust Noisy Correspondence Learning with Equivariant Similarity Consistency
406. CVPR 2024Rotation-Agnostic Image Representation Learning for Digital Pathology
407. CVPR 2024Sat2Scene: 3D Urban Scene Generation from Satellite Images with Diffusion
408. CVPR 2024SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation
409. CVPR 2024Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild
410. CVPR 2024SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing
411. CVPR 2024SceneTex: High-Quality Texture Synthesis for Indoor Scenes via Diffusion Priors
412. CVPR 2024SCINeRF: Neural Radiance Fields from a Snapshot Compressive Image
413. CVPR 2024SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation
414. CVPR 2024Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior
415. CVPR 2024Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training
416. CVPR 2024SeD: Semantic-Aware Discriminator for Image Super-Resolution
417. CVPR 2024SEED-Bench: Benchmarking Multimodal Large Language Models
418. CVPR 2024Seeing Motion at Nighttime with an Event Camera
419. CVPR 2024SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution
420. CVPR 2024Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model
421. CVPR 2024Selectively Informative Description can Reduce Undesired Embedding Entanglements in Text-to-Image Personalization
422. CVPR 2024Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation
423. CVPR 2024Shadow Generation for Composite Image Using Diffusion Model
424. CVPR 2024Shadow-Enlightened Image Outpainting
425. CVPR 2024SHAP-EDITOR: Instruction-Guided Latent 3D Editing in Seconds
426. CVPR 2024Sherpa3D: Boosting High-Fidelity Text-to-3D Generation via Coarse 3D Prior
427. CVPR 2024Sieve: Multimodal Dataset Pruning using Image Captioning Models
428. CVPR 2024SIGNeRF: Scene Integrated Generation for Neural Radiance Fields
429. CVPR 2024SimAC: A Simple Anti-Customization Method for Protecting Face Privacy against Text-to-Image Synthesis of Diffusion Models
430. CVPR 2024SimDA: Simple Diffusion Adapter for Efficient Video Generation
431. CVPR 2024Single Mesh Diffusion Models with Field Latents for Texture Generation
432. CVPR 2024Single View Refractive Index Tomography with Neural Fields
433. CVPR 2024SinSR: Diffusion-Based Image Super-Resolution in a Single Step
434. CVPR 2024SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion
435. CVPR 2024SLICE: Stabilized LIME for Consistent Explanations for Image Classification
436. CVPR 2024SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control
437. CVPR 2024Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
438. CVPR 2024Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis
439. CVPR 2024Snapshot Lidar: Fourier Embedding of Amplitude and Phase for Single-Image Depth Reconstruction
440. CVPR 2024SpatialTracker: Tracking Any 2D Pixels in 3D Space
441. CVPR 2024SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image Reconstruction
442. CVPR 2024Splatter Image: Ultra-Fast Single-View 3D Reconstruction
443. CVPR 2024SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation
444. CVPR 2024StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation
445. CVPR 2024Stratified Avatar Generation from Sparse Observations
446. CVPR 2024StrokeFaceNeRF: Stroke-based Facial Appearance Editing in Neural Radiance Field
447. CVPR 2024Structure Matters: Tackling the Semantic Discrepancy in Diffusion Models for Image Inpainting
448. CVPR 2024Structure-Guided Adversarial Training of Diffusion Models
449. CVPR 2024Style Aligned Image Generation via Shared Attention
450. CVPR 2024StyleCineGAN: Landscape Cinemagraph Generation using a Pre-trained StyleGAN

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.