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 11 / 20 页

  1. NeurIPS 2025Taming generative video models for zero-shot optical flow extraction
  2. NeurIPS 2025Test-Time Spectrum-Aware Latent Steering for Zero-Shot Generalization in Vision-Language Models
  3. NeurIPS 2025TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning
  4. NeurIPS 2025TOMCAT: Test-time Comprehensive Knowledge Accumulation for Compositional Zero-Shot Learning
  5. NeurIPS 2025Towards Robust Zero-Shot Reinforcement Learning
  6. NeurIPS 2025Transformers are almost optimal metalearners for linear classification
  7. NeurIPS 2025Tree-Guided Diffusion Planner
  8. NeurIPS 2025True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics
  9. NeurIPS 2025TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
  10. NeurIPS 2025UniGTE: Unified Graph–Text Encoding for Zero-Shot Generalization across Graph Tasks and Domains
  11. NeurIPS 2025Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs
  12. NeurIPS 2025Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding
  13. NeurIPS 2025Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection
  14. NeurIPS 2025Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis
  15. NeurIPS 2025Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals
  16. NeurIPS 2025ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding
  17. NeurIPS 2025Zero-Shot Blind-Spot Image Denoising via Cross-Scale Non-Local Pixel Refilling
  18. NeurIPS 2025Zero-Shot Context Generalization in Reinforcement Learning from Few Training Contexts
  19. NeurIPS 2025Zero-shot Denoising via Neural Compression: Theoretical and algorithmic framework
  20. NeurIPS 2025Zero-Shot Detection of LLM-Generated Text via Implicit Reward Model
  21. NeurIPS 2025Zero-Shot Performance Prediction for Probabilistic Scaling Laws
  22. NeurIPS 2025Zero-shot protein stability prediction by inverse folding models: a free energy interpretation
  23. NeurIPS 2025Zero-Shot Trajectory Planning for Signal Temporal Logic Tasks
  24. NeurIPS 2025Zero-shot World Models via Search in Memory
  25. NeurIPS 2025ZeroS: Zero‑Sum Linear Attention for Efficient Transformers
  26. NeurIPS 2025ZeroSep: Separate Anything in Audio with Zero Training
  27. NeurIPS 2025ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data
  28. CVPR 2024A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing
  29. CVPR 2024Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation
  30. CVPR 2024Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners
  31. CVPR 2024Affine Equivariant Networks Based on Differential Invariants
  32. CVPR 2024AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning
  33. CVPR 2024AnyDoor: Zero-shot Object-level Image Customization
  34. CVPR 2024AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search
  35. CVPR 2024Bayesian Exploration of Pre-trained Models for Low-shot Image Classification
  36. CVPR 2024Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation
  37. CVPR 2024CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
  38. CVPR 2024CLIP-KD: An Empirical Study of CLIP Model Distillation
  39. CVPR 2024Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning
  40. CVPR 2024CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment
  41. CVPR 2024Deep Imbalanced Regression via Hierarchical Classification Adjustment
  42. CVPR 2024Deformable One-shot Face Stylization via DINO Semantic Guidance
  43. CVPR 2024Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data
  44. CVPR 2024Depth-aware Test-Time Training for Zero-shot Video Object Segmentation
  45. CVPR 2024DiffPortrait3D: Controllable Diffusion for Zero-Shot Portrait View Synthesis
  46. CVPR 2024DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model
  47. CVPR 2024Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion
  48. CVPR 2024EMOPortraits: Emotion-enhanced Multimodal One-shot Head Avatars
  49. CVPR 2024Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model
  50. CVPR 2024Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation

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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