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 82 篇，第 2 / 2 页

  1. NeurIPS 2024Neural Collapse To Multiple Centers For Imbalanced Data
  2. NeurIPS 2024Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
  3. NeurIPS 2024Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
  4. NeurIPS 2024Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli
  5. NeurIPS 2024Online Classification with Predictions
  6. NeurIPS 2024Optimal Classification under Performative Distribution Shift
  7. NeurIPS 2024OTTER: Effortless Label Distribution Adaptation of Zero-shot Models
  8. NeurIPS 2024PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
  9. NeurIPS 2024Pretrained Optimization Model for Zero-Shot Black Box Optimization
  10. NeurIPS 2024Recognize Any Regions
  11. NeurIPS 2024Robust Fine-tuning of Zero-shot Models via Variance Reduction
  12. NeurIPS 2024Segment Any Change
  13. NeurIPS 2024SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation
  14. NeurIPS 2024Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
  15. NeurIPS 2024Smoothed Online Classification can be Harder than Batch Classification
  16. NeurIPS 2024Soft-Label Integration for Robust Toxicity Classification
  17. NeurIPS 2024Solving Zero-Sum Markov Games with Continuous State via Spectral Dynamic Embedding
  18. NeurIPS 2024SpeAr: A Spectral Approach for Zero-Shot Node Classification
  19. NeurIPS 2024Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks
  20. NeurIPS 2024SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
  21. NeurIPS 2024Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
  22. NeurIPS 2024TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning
  23. NeurIPS 2024UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling
  24. NeurIPS 2024Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain
  25. NeurIPS 2024Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection
  26. NeurIPS 2024Zero-shot Image Editing with Reference Imitation
  27. NeurIPS 2024Zero-Shot Reinforcement Learning from Low Quality Data
  28. NeurIPS 2024Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
  29. NeurIPS 2024Zero-Shot Tokenizer Transfer
  30. NeurIPS 2024Zero-Shot Transfer of Neural ODEs
  31. NeurIPS 2024Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering
  32. NeurIPS 2024ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving

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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