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

1,467 papers, page 26 of 30

1251. NeurIPS 2025MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning
1252. NeurIPS 2025Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning
1253. NeurIPS 2025MeshCoder: LLM-Powered Structured Mesh Code Generation from Point Clouds
1254. NeurIPS 2025MetaDefense: Defending Fine-tuning based Jailbreak Attack Before and During Generation
1255. NeurIPS 2025MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction
1256. NeurIPS 2025Mind-the-Glitch: Visual Correspondence for Detecting Inconsistencies in Subject-Driven Generation
1257. NeurIPS 2025Mitigating Occlusions in Virtual Try-On via A Simple-Yet-Effective Mask-Free Framework
1258. NeurIPS 2025Mitigating Sexual Content Generation via Embedding Distortion in Text-conditioned Diffusion Models
1259. NeurIPS 2025Mixture of Inputs: Text Generation Beyond Discrete Token Sampling
1260. NeurIPS 2025MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
1261. NeurIPS 2025MLEP: Multi-granularity Local Entropy Patterns for Generalized AI-generated Image Detection
1262. NeurIPS 2025MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models
1263. NeurIPS 2025MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning
1264. NeurIPS 2025MobileODE: An Extra Lightweight Network
1265. NeurIPS 2025MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
1266. NeurIPS 2025Moment- and Power-Spectrum-Based Gaussianity Regularization for Text-to-Image Models
1267. NeurIPS 2025MoonCast: High-Quality Zero-Shot Podcast Generation
1268. NeurIPS 2025More Than Generation: Unifying Generation and Depth Estimation via Text-to-Image Diffusion Models
1269. NeurIPS 2025More Than Just Functional: LLM-as-a-Critique for Efficient Code Generation
1270. NeurIPS 2025MotionBind: Multi-Modal Human Motion Alignment for Retrieval, Recognition, and Generation
1271. NeurIPS 2025MotionRAG: Motion Retrieval-Augmented Image-to-Video Generation
1272. NeurIPS 2025MSTAR: Box-free Multi-query Scene Text Retrieval with Attention Recycling
1273. NeurIPS 2025MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans
1274. NeurIPS 2025MV-CoLight: Efficient Object Compositing with Consistent Lighting and Shadow Generation
1275. NeurIPS 2025Native-Resolution Image Synthesis
1276. NeurIPS 2025‌Navigating the MIL Trade-Off: Flexible Pooling for Whole Slide Image Classification
1277. NeurIPS 2025NEED: Cross-Subject and Cross-Task Generalization for Video and Image Reconstruction from EEG Signals
1278. NeurIPS 2025Neither Valid nor Reliable? Investigating the Use of LLMs as Judges
1279. NeurIPS 2025NEP: Autoregressive Image Editing via Next Editing Token Prediction
1280. NeurIPS 2025Neptune-X: Active X-to-Maritime Generation for Universal Maritime Object Detection
1281. NeurIPS 2025Neural-Driven Image Editing
1282. NeurIPS 2025NFIG: Multi-Scale Autoregressive Image Generation via Frequency Ordering
1283. NeurIPS 2025Noise Consistency Training: A Native Approach for One-step Generator in Learning Additional Controls
1284. NeurIPS 2025Non-Adaptive Adversarial Face Generation
1285. NeurIPS 2025ObCLIP: Oblivious CLoud-Device Hybrid Image Generation with Privacy Preservation
1286. NeurIPS 2025OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
1287. NeurIPS 2025Omnidirectional 3D Scene Reconstruction from Single Image
1288. NeurIPS 2025OmniGen-AR: AutoRegressive Any-to-Image Generation
1289. NeurIPS 2025OmniSVG: A Unified Scalable Vector Graphics Generation Model
1290. NeurIPS 2025OmniTry: Virtual Try-On Anything without Masks
1291. NeurIPS 2025On Fairness of Unified Multimodal Large Language Model for Image Generation
1292. NeurIPS 2025On the Entropy Calibration of Language Models
1293. NeurIPS 2025On Union-Closedness of Language Generation
1294. NeurIPS 2025One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting
1295. NeurIPS 2025One-Step Diffusion-Based Image Compression with Semantic Distillation
1296. NeurIPS 2025One-Step is Enough: Sparse Autoencoders for Text-to-Image Diffusion Models
1297. NeurIPS 2025OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation
1298. NeurIPS 2025OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts
1299. NeurIPS 2025OptiScene: LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization
1300. NeurIPS 2025ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image 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.