零样本分类论文趋势 2023–2026

零样本识别

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 992 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

零样本分类论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202346552874203
202482455184262
202586564979270
202668446481257

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

全部零样本分类论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 992 篇，第 12 / 20 页

  1. CVPR 2024Few-shot Learner Parameterization by Diffusion Time-steps
  2. CVPR 2024FocSAM: Delving Deeply into Focused Objects in Segmenting Anything
  3. CVPR 2024Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring
  4. CVPR 2024Fourier-basis Functions to Bridge Augmentation Gap: Rethinking Frequency Augmentation in Image Classification
  5. CVPR 2024FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation
  6. CVPR 2024Frozen Feature Augmentation for Few-Shot Image Classification
  7. CVPR 2024Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction
  8. CVPR 2024GenZI: Zero-Shot 3D Human-Scene Interaction Generation
  9. CVPR 2024Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding
  10. CVPR 2024Hyperspherical Classification with Dynamic Label-to-Prototype Assignment
  11. CVPR 2024Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions
  12. CVPR 2024Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names
  13. CVPR 2024Instance-based Max-margin for Practical Few-shot Recognition
  14. CVPR 2024Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval
  15. CVPR 2024Label Propagation for Zero-shot Classification with Vision-Language Models
  16. CVPR 2024Language-Driven Anchors for Zero-Shot Adversarial Robustness
  17. CVPR 2024Language-only Training of Zero-shot Composed Image Retrieval
  18. CVPR 2024Large Language Models are Good Prompt Learners for Low-Shot Image Classification
  19. CVPR 2024Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language Reasoning
  20. CVPR 2024Learning from Observer Gaze: Zero-Shot Attention Prediction Oriented by Human-Object Interaction Recognition
  21. CVPR 2024Learning with Unreliability: Fast Few-shot Voxel Radiance Fields with Relative Geometric Consistency
  22. CVPR 2024Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D
  23. CVPR 2024LLaFS: When Large Language Models Meet Few-Shot Segmentation
  24. CVPR 2024LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP
  25. CVPR 2024MeaCap: Memory-Augmented Zero-shot Image Captioning
  26. CVPR 2024MoDE: CLIP Data Experts via Clustering
  27. CVPR 2024Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use
  28. CVPR 2024MRC-Net: 6-DoF Pose Estimation with MultiScale Residual Correlation
  29. CVPR 2024Multiplane Prior Guided Few-Shot Aerial Scene Rendering
  30. CVPR 2024Named Entity Driven Zero-Shot Image Manipulation
  31. CVPR 2024OHTA: One-shot Hand Avatar via Data-driven Implicit Priors
  32. CVPR 2024On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do We Really Need Prompt Learning?
  33. CVPR 2024Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition
  34. CVPR 2024Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness
  35. CVPR 2024Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning
  36. CVPR 2024ProTeCt: Prompt Tuning for Taxonomic Open Set Classification
  37. CVPR 2024Retraining-Free Model Quantization via One-Shot Weight-Coupling Learning
  38. CVPR 2024SAM-6D: Segment Anything Model Meets Zero-Shot 6D Object Pose Estimation
  39. CVPR 2024Simple Semantic-Aided Few-Shot Learning
  40. CVPR 2024Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer
  41. CVPR 2024Test-Time Zero-Shot Temporal Action Localization
  42. CVPR 2024TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models
  43. CVPR 2024Transductive Zero-Shot and Few-Shot CLIP
  44. CVPR 2024Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning
  45. CVPR 2024UniDepth: Universal Monocular Metric Depth Estimation
  46. CVPR 2024Unified Language-driven Zero-shot Domain Adaptation
  47. CVPR 2024VidToMe: Video Token Merging for Zero-Shot Video Editing
  48. CVPR 2024Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding
  49. CVPR 2024Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
  50. CVPR 2024VOODOO 3D: Volumetric Portrait Disentanglement For One-Shot 3D Head Reenactment

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 查零样本分类在 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": "zero-shot-classification"}

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零样本分类论文？
共 992 篇，按年份分别是 2023 年 203 篇、2024 年 262 篇、2025 年 270 篇、2026 年 257 篇。
NeurIPS 2026 有多少篇零样本分类论文？
NeurIPS 2026 有 68 篇零样本分类论文，上一届是 86 篇。
ICLR 2026 有多少篇零样本分类论文？
ICLR 2026 有 44 篇零样本分类论文，上一届是 56 篇。
ICML 2026 有多少篇零样本分类论文？
ICML 2026 有 64 篇零样本分类论文，上一届是 49 篇。
CVPR 2026 有多少篇零样本分类论文？
CVPR 2026 有 81 篇零样本分类论文，上一届是 79 篇。
哪个会议的零样本分类论文最多？
CVPR，2023–2026 年共 318 篇。

「开放词汇视觉」下的其他主题