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

5,184 papers, page 84 of 104

4151. NeurIPS 2024DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
4152. NeurIPS 2024Dealing with Synthetic Data Contamination in Online Continual Learning
4153. NeurIPS 2024DeBaRA: Denoising-Based 3D Room Arrangement Generation
4154. NeurIPS 2024Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
4155. NeurIPS 2024DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ
4156. NeurIPS 2024DF40: Toward Next-Generation Deepfake Detection
4157. NeurIPS 2024DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
4158. NeurIPS 2024DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model
4159. NeurIPS 2024Diffusion Priors for Variational Likelihood Estimation and Image Denoising
4160. NeurIPS 2024DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction
4161. NeurIPS 2024DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
4162. NeurIPS 2024Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
4163. NeurIPS 2024Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
4164. NeurIPS 2024Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
4165. NeurIPS 2024Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text
4166. NeurIPS 2024Discrete Modeling via Boundary Conditional Diffusion Processes
4167. NeurIPS 2024Discrete-state Continuous-time Diffusion for Graph Generation
4168. NeurIPS 2024Disentangled Style Domain for Implicit $z$-Watermark Towards Copyright Protection
4169. NeurIPS 2024Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
4170. NeurIPS 2024DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
4171. NeurIPS 2024Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
4172. NeurIPS 2024DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM
4173. NeurIPS 2024DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
4174. NeurIPS 2024DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting
4175. NeurIPS 2024EffiBench: Benchmarking the Efficiency of Automatically Generated Code
4176. NeurIPS 2024Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines
4177. NeurIPS 2024ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
4178. NeurIPS 2024Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination
4179. NeurIPS 2024Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
4180. NeurIPS 2024EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
4181. NeurIPS 2024Equivariant Neural Diffusion for Molecule Generation
4182. NeurIPS 2024Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
4183. NeurIPS 2024Evaluating alignment between humans and neural network representations in image-based learning tasks
4184. NeurIPS 2024Evaluating Multiview Object Consistency in Humans and Image Models
4185. NeurIPS 2024Evaluating Numerical Reasoning in Text-to-Image Models
4186. NeurIPS 2024Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
4187. NeurIPS 2024EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
4188. NeurIPS 2024EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
4189. NeurIPS 2024Exploring DCN-like architecture for fast image generation with arbitrary resolution
4190. NeurIPS 2024Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
4191. NeurIPS 2024Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
4192. NeurIPS 2024Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation
4193. NeurIPS 2024FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
4194. NeurIPS 2024FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models
4195. NeurIPS 2024Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
4196. NeurIPS 2024FastDrag: Manipulate Anything in One Step
4197. NeurIPS 2024FIFO-Diffusion: Generating Infinite Videos from Text without Training
4198. NeurIPS 2024FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
4199. NeurIPS 2024FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
4200. NeurIPS 2024FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions

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.