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 203 篇，第 4 / 5 页

  1. ICML 2023Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks
  2. ICML 2023SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification
  3. ICML 2023SparseGPT: Massive Language Models Can be Accurately Pruned in One-Shot
  4. ICML 2023Strategic Classification with Unknown User Manipulations
  5. ICML 2023The Computational Complexity of Concise Hypersphere Classification
  6. ICML 2023The multimarginal optimal transport formulation of adversarial multiclass classification
  7. ICML 2023Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning
  8. NeurIPS 2023A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence
  9. NeurIPS 2023Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels
  10. NeurIPS 2023ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition
  11. NeurIPS 2023Automated Classification of Model Errors on ImageNet
  12. NeurIPS 2023Black-box Backdoor Defense via Zero-shot Image Purification
  13. NeurIPS 2023Calibrating “Cheap Signals” in Peer Review without a Prior
  14. NeurIPS 2023ChatGPT-Powered Hierarchical Comparisons for Image Classification
  15. NeurIPS 2023CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection
  16. NeurIPS 2023Convex-Concave Zero-Sum Markov Stackelberg Games
  17. NeurIPS 2023CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion
  18. NeurIPS 2023CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
  19. NeurIPS 2023Easy Learning from Label Proportions
  20. NeurIPS 2023Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification
  21. NeurIPS 2023Explore to Generalize in Zero-Shot RL
  22. NeurIPS 2023Exploring Question Decomposition for Zero-Shot VQA
  23. NeurIPS 2023Extensible Prompts for Language Models on Zero-shot Language Style Customization
  24. NeurIPS 2023FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning
  25. NeurIPS 2023Fine-Grained Visual Prompting
  26. NeurIPS 2023Focus Your Attention when Few-Shot Classification
  27. NeurIPS 2023ForecastPFN: Synthetically-Trained Zero-Shot Forecasting
  28. NeurIPS 2023Free-Bloom: Zero-Shot Text-to-Video Generator with LLM Director and LDM Animator
  29. NeurIPS 2023InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
  30. NeurIPS 2023Intra-Modal Proxy Learning for Zero-Shot Visual Categorization with CLIP
  31. NeurIPS 2023KD-Zero: Evolving Knowledge Distiller for Any Teacher-Student Pairs
  32. NeurIPS 2023LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections
  33. NeurIPS 2023Language-based Action Concept Spaces Improve Video Self-Supervised Learning
  34. NeurIPS 2023Large Language Models Are Zero-Shot Time Series Forecasters
  35. NeurIPS 2023Latent Space Translation via Semantic Alignment
  36. NeurIPS 2023Learning Mask-aware CLIP Representations for Zero-Shot Segmentation
  37. NeurIPS 2023MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation
  38. NeurIPS 2023MiliPoint: A Point Cloud Dataset for mmWave Radar
  39. NeurIPS 2023OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding
  40. NeurIPS 2023Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
  41. NeurIPS 2023Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals
  42. NeurIPS 2023Relative Entropic Optimal Transport: a (Prior-aware) Matching Perspective to (Unbalanced) Classification
  43. NeurIPS 2023Segment Anything in High Quality
  44. NeurIPS 2023Shape Non-rigid Kinematics (SNK): A Zero-Shot Method for Non-Rigid Shape Matching via Unsupervised Functional Map Regularized Reconstruction
  45. NeurIPS 2023TexQ: Zero-shot Network Quantization with Texture Feature Distribution Calibration
  46. NeurIPS 2023The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
  47. NeurIPS 2023TransHP: Image Classification with Hierarchical Prompting
  48. NeurIPS 2023Vocabulary-free Image Classification
  49. NeurIPS 2023What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
  50. NeurIPS 2023When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability

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。

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