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 101 / 104 页

  1. ICML 2023Slot-VAE: Object-Centric Scene Generation with Slot Attention
  2. ICML 2023Stein Variational Goal Generation for adaptive Exploration in Multi-Goal Reinforcement Learning
  3. ICML 2023StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
  4. ICML 2023Surface Snapping Optimization Layer for Single Image Object Shape Reconstruction
  5. ICML 2023Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise
  6. ICML 2023Text-To-4D Dynamic Scene Generation
  7. ICML 2023Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes
  8. ICML 2023Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models
  9. ICML 2023Towards Explaining Distribution Shifts
  10. ICML 2023TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation
  11. ICML 2023Tractable Control for Autoregressive Language Generation
  12. ICML 2023Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features
  13. ICML 2023Vector Quantized Wasserstein Auto-Encoder
  14. ICML 2023Von Mises Mixture Distributions for Molecular Conformation Generation
  15. NeurIPS 2023[Re] End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking
  16. NeurIPS 20234D Panoptic Scene Graph Generation
  17. NeurIPS 2023A case for reframing automated medical image classification as segmentation
  18. NeurIPS 2023A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
  19. NeurIPS 2023A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems
  20. NeurIPS 2023A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset
  21. NeurIPS 2023A Unified Conditional Framework for Diffusion-based Image Restoration
  22. NeurIPS 2023AbDiffuser: full-atom generation of in-vitro functioning antibodies
  23. NeurIPS 2023Act As You Wish: Fine-Grained Control of Motion Diffusion Model with Hierarchical Semantic Graphs
  24. NeurIPS 2023Alleviating the Semantic Gap for Generalized fMRI-to-Image Reconstruction
  25. NeurIPS 2023Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
  26. NeurIPS 2023Analyzing the Sample Complexity of Self-Supervised Image Reconstruction Methods
  27. NeurIPS 2023AND: Adversarial Neural Degradation for Learning Blind Image Super-Resolution
  28. NeurIPS 2023AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation
  29. NeurIPS 2023Are These the Same Apple? Comparing Images Based on Object Intrinsics
  30. NeurIPS 2023ARTIC3D: Learning Robust Articulated 3D Shapes from Noisy Web Image Collections
  31. NeurIPS 2023Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment
  32. NeurIPS 2023Benchmarking and Analyzing 3D-aware Image Synthesis with a Modularized Codebase
  33. NeurIPS 2023Benchmarking Robustness to Adversarial Image Obfuscations
  34. NeurIPS 2023Beyond MLE: Convex Learning for Text Generation
  35. NeurIPS 2023Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense
  36. NeurIPS 2023Black-box Backdoor Defense via Zero-shot Image Purification
  37. NeurIPS 2023BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing
  38. NeurIPS 2023Can Pre-Trained Text-to-Image Models Generate Visual Goals for Reinforcement Learning?
  39. NeurIPS 2023CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer
  40. NeurIPS 2023ChatGPT-Powered Hierarchical Comparisons for Image Classification
  41. NeurIPS 2023Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation
  42. NeurIPS 2023COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs
  43. NeurIPS 2023Cola: A Benchmark for Compositional Text-to-image Retrieval
  44. NeurIPS 2023Conditional Score Guidance for Text-Driven Image-to-Image Translation
  45. NeurIPS 2023ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image
  46. NeurIPS 2023Constructing Non-isotropic Gaussian Diffusion Model Using Isotropic Gaussian Diffusion Model for Image Editing
  47. NeurIPS 2023Controlling Text-to-Image Diffusion by Orthogonal Finetuning
  48. NeurIPS 2023Convergent Bregman Plug-and-Play Image Restoration for Poisson Inverse Problems
  49. NeurIPS 2023CorresNeRF: Image Correspondence Priors for Neural Radiance Fields
  50. NeurIPS 2023Counterfactual Generation with Identifiability Guarantees

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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