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

2,262 papers, page 25 of 46

1201. CVPR 2025StarGen: A Spatiotemporal Autoregression Framework with Video Diffusion Model for Scalable and Controllable Scene Generation
1202. CVPR 2025StarVector: Generating Scalable Vector Graphics Code from Images and Text
1203. CVPR 2025STDD: Spatio-Temporal Dual Diffusion for Video Generation
1204. CVPR 2025StdGEN: Semantic-Decomposed 3D Character Generation from Single Images
1205. CVPR 2025Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation
1206. CVPR 2025STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search
1207. CVPR 2025STEREO: A Two-Stage Framework for Adversarially Robust Concept Erasing from Text-to-Image Diffusion Models
1208. CVPR 2025StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
1209. CVPR 2025Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget
1210. CVPR 2025Structured 3D Latents for Scalable and Versatile 3D Generation
1211. CVPR 2025StyleMaster: Stylize Your Video with Artistic Generation and Translation
1212. CVPR 2025StyleStudio: Text-Driven Style Transfer with Selective Control of Style Elements
1213. CVPR 2025SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion
1214. CVPR 2025Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation
1215. CVPR 2025SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding
1216. CVPR 2025Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation
1217. CVPR 2025T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation
1218. CVPR 2025T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
1219. CVPR 2025Targeted Forgetting of Image Subgroups in CLIP Models
1220. CVPR 2025Task-driven Image Fusion with Learnable Fusion Loss
1221. CVPR 2025TCFG: Tangential Damping Classifier-free Guidance
1222. CVPR 2025Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution
1223. CVPR 2025TexGarment: Consistent Garment UV Texture Generation via Efficient 3D Structure-Guided Diffusion Transformer
1224. CVPR 2025Text Embedding is Not All You Need: Attention Control for Text-to-Image Semantic Alignment with Text Self-Attention Maps
1225. CVPR 2025Text-Driven Fashion Image Editing with Compositional Concept Learning and Counterfactual Abduction
1226. CVPR 2025TFCustom: Customized Image Generation with Time-Aware Frequency Feature Guidance
1227. CVPR 2025The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation
1228. CVPR 2025The Illusion of Unlearning: The Unstable Nature of Machine Unlearning in Text-to-Image Diffusion Models
1229. CVPR 2025The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation
1230. CVPR 2025The Power of Context: How Multimodality Improves Image Super-Resolution
1231. CVPR 2025The Scene Language: Representing Scenes with Programs, Words, and Embeddings
1232. CVPR 2025Thin-Shell-SfT: Fine-Grained Monocular Non-rigid 3D Surface Tracking with Neural Deformation Fields
1233. CVPR 2025Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation
1234. CVPR 2025Tiled Diffusion
1235. CVPR 2025TIMotion: Temporal and Interactive Framework for Efficient Human-Human Motion Generation
1236. CVPR 2025TinyFusion: Diffusion Transformers Learned Shallow
1237. CVPR 2025TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
1238. CVPR 2025TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation
1239. CVPR 2025Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images
1240. CVPR 2025TokenMotion: Decoupled Motion Control via Token Disentanglement for Human-centric Video Generation
1241. CVPR 2025Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption
1242. CVPR 2025Towards All-in-One Medical Image Re-Identification
1243. CVPR 2025Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency
1244. CVPR 2025Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text
1245. CVPR 2025Towards In-the-wild 3D Plane Reconstruction from a Single Image
1246. CVPR 2025Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark
1247. CVPR 2025Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method
1248. CVPR 2025Towards Scalable Human-aligned Benchmark for Text-guided Image Editing
1249. CVPR 2025Towards Transformer-Based Aligned Generation with Self-Coherence Guidance
1250. CVPR 2025Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation

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.