图像生成论文趋势 2023–2026

文生图与图像合成

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 5,184 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

图像生成论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202317011874418780
20243181991565431,216
20254302781476121,467
20264533492306891,721

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部图像生成论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 5,184 篇，第 84 / 104 页

  1. NeurIPS 2024DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
  2. NeurIPS 2024Dealing with Synthetic Data Contamination in Online Continual Learning
  3. NeurIPS 2024DeBaRA: Denoising-Based 3D Room Arrangement Generation
  4. NeurIPS 2024Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
  5. NeurIPS 2024DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ
  6. NeurIPS 2024DF40: Toward Next-Generation Deepfake Detection
  7. NeurIPS 2024DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion
  8. NeurIPS 2024DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model
  9. NeurIPS 2024Diffusion Priors for Variational Likelihood Estimation and Image Denoising
  10. NeurIPS 2024DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction
  11. NeurIPS 2024DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
  12. NeurIPS 2024Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion models
  13. NeurIPS 2024Direct Unlearning Optimization for Robust and Safe Text-to-Image Models
  14. NeurIPS 2024Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer
  15. NeurIPS 2024Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text
  16. NeurIPS 2024Discrete Modeling via Boundary Conditional Diffusion Processes
  17. NeurIPS 2024Discrete-state Continuous-time Diffusion for Graph Generation
  18. NeurIPS 2024Disentangled Style Domain for Implicit $z$-Watermark Towards Copyright Protection
  19. NeurIPS 2024Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
  20. NeurIPS 2024DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
  21. NeurIPS 2024Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
  22. NeurIPS 2024DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM
  23. NeurIPS 2024DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
  24. NeurIPS 2024DRIP: Unleashing Diffusion Priors for Joint Foreground and Alpha Prediction in Image Matting
  25. NeurIPS 2024EffiBench: Benchmarking the Efficiency of Automatically Generated Code
  26. NeurIPS 2024Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines
  27. NeurIPS 2024ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis
  28. NeurIPS 2024Enhancing Consistency-Based Image Generation via Adversarialy-Trained Classification and Energy-Based Discrimination
  29. NeurIPS 2024Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning
  30. NeurIPS 2024EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
  31. NeurIPS 2024Equivariant Neural Diffusion for Molecule Generation
  32. NeurIPS 2024Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention
  33. NeurIPS 2024Evaluating alignment between humans and neural network representations in image-based learning tasks
  34. NeurIPS 2024Evaluating Multiview Object Consistency in Humans and Image Models
  35. NeurIPS 2024Evaluating Numerical Reasoning in Text-to-Image Models
  36. NeurIPS 2024Evaluation of Text-to-Video Generation Models: A Dynamics Perspective
  37. NeurIPS 2024EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
  38. NeurIPS 2024EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
  39. NeurIPS 2024Exploring DCN-like architecture for fast image generation with arbitrary resolution
  40. NeurIPS 2024Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
  41. NeurIPS 2024Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
  42. NeurIPS 2024Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation
  43. NeurIPS 2024FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation
  44. NeurIPS 2024FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models
  45. NeurIPS 2024Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
  46. NeurIPS 2024FastDrag: Manipulate Anything in One Step
  47. NeurIPS 2024FIFO-Diffusion: Generating Infinite Videos from Text without Training
  48. NeurIPS 2024FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
  49. NeurIPS 2024FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
  50. NeurIPS 2024FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查图像生成在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "image-generation"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇图像生成论文？
共 5,184 篇，按年份分别是 2023 年 780 篇、2024 年 1,216 篇、2025 年 1,467 篇、2026 年 1,721 篇。
NeurIPS 2026 有多少篇图像生成论文？
NeurIPS 2026 有 453 篇图像生成论文，上一届是 430 篇。
ICLR 2026 有多少篇图像生成论文？
ICLR 2026 有 349 篇图像生成论文，上一届是 278 篇。
ICML 2026 有多少篇图像生成论文？
ICML 2026 有 230 篇图像生成论文，上一届是 147 篇。
CVPR 2026 有多少篇图像生成论文？
CVPR 2026 有 689 篇图像生成论文，上一届是 612 篇。
哪个会议的图像生成论文最多？
CVPR，2023–2026 年共 2,262 篇。

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