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

1,371 papers, page 20 of 28

951. NeurIPS 2024Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
952. NeurIPS 2024DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ
953. NeurIPS 2024DF40: Toward Next-Generation Deepfake Detection
954. NeurIPS 2024DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
955. NeurIPS 2024DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model
956. NeurIPS 2024Diffusion Priors for Variational Likelihood Estimation and Image Denoising
957. NeurIPS 2024DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction
958. NeurIPS 2024DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
959. NeurIPS 2024Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
960. NeurIPS 2024Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
961. NeurIPS 2024Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
962. NeurIPS 2024Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text
963. NeurIPS 2024Discrete Modeling via Boundary Conditional Diffusion Processes
964. NeurIPS 2024Discrete-state Continuous-time Diffusion for Graph Generation
965. NeurIPS 2024Disentangled Style Domain for Implicit $z$-Watermark Towards Copyright Protection
966. NeurIPS 2024Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
967. NeurIPS 2024DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
968. NeurIPS 2024Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
969. NeurIPS 2024DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM
970. NeurIPS 2024DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
971. NeurIPS 2024DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting
972. NeurIPS 2024EffiBench: Benchmarking the Efficiency of Automatically Generated Code
973. NeurIPS 2024Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines
974. NeurIPS 2024ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
975. NeurIPS 2024Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination
976. NeurIPS 2024Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
977. NeurIPS 2024EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
978. NeurIPS 2024Equivariant Neural Diffusion for Molecule Generation
979. NeurIPS 2024Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
980. NeurIPS 2024Evaluating alignment between humans and neural network representations in image-based learning tasks
981. NeurIPS 2024Evaluating Multiview Object Consistency in Humans and Image Models
982. NeurIPS 2024Evaluating Numerical Reasoning in Text-to-Image Models
983. NeurIPS 2024Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
984. NeurIPS 2024EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
985. NeurIPS 2024EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
986. NeurIPS 2024Exploring DCN-like architecture for fast image generation with arbitrary resolution
987. NeurIPS 2024Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
988. NeurIPS 2024Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
989. NeurIPS 2024Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation
990. NeurIPS 2024FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
991. NeurIPS 2024FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models
992. NeurIPS 2024Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
993. NeurIPS 2024FastDrag: Manipulate Anything in One Step
994. NeurIPS 2024FIFO-Diffusion: Generating Infinite Videos from Text without Training
995. NeurIPS 2024FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
996. NeurIPS 2024FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
997. NeurIPS 2024FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions
998. NeurIPS 2024FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner
999. NeurIPS 2024Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
1000. NeurIPS 2024FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space

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.