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 270 篇，第 4 / 6 页

  1. ICML 2025Generalization Principles for Inference over Text-Attributed Graphs with Large Language Models
  2. ICML 2025GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder
  3. ICML 2025Implicit Subgraph Neural Network
  4. ICML 2025Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-form Alignment of Adversarial Path Simplices
  5. ICML 2025Learning from True-False Labels via Multi-modal Prompt Retrieving
  6. ICML 2025Learning Imbalanced Data with Beneficial Label Noise
  7. ICML 2025Maximum Update Parametrization and Zero-Shot Hyperparameter Transfer for Fourier Neural Operators
  8. ICML 2025Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
  9. ICML 2025NegMerge: Sign-Consensual Weight Merging for Machine Unlearning
  10. ICML 2025Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment
  11. ICML 2025On the Provable Separation of Scales in Maximal Update Parameterization
  12. ICML 2025One-Shot Heterogeneous Federated Learning with Local Model-Guided Diffusion Models
  13. ICML 2025Online Linear Classification with Massart Noise
  14. ICML 2025PAC-Bayes Analysis for Recalibration in Classification
  15. ICML 2025Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning
  16. ICML 2025Proto Successor Measure: Representing the Behavior Space of an RL Agent
  17. ICML 2025Provable Zero-Shot Generalization in Offline Reinforcement Learning
  18. ICML 2025Provably Improving Generalization of Few-shot models with Synthetic Data
  19. ICML 2025Random Registers for Cross-Domain Few-Shot Learning
  20. ICML 2025Revisiting Neural Networks for Few-Shot Learning: A Zero-Cost NAS Perspective
  21. ICML 2025Robust Automatic Modulation Classification with Fuzzy Regularization
  22. ICML 2025Runtime Analysis of Evolutionary NAS for Multiclass Classification
  23. ICML 2025SAND: One-Shot Feature Selection with Additive Noise Distortion
  24. ICML 2025Statistical Query Hardness of Multiclass Linear Classification with Random Classification Noise
  25. ICML 2025Towards Learning to Complete Anything in Lidar
  26. ICML 2025VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters
  27. ICML 2025When Do LLMs Help With Node Classification? A Comprehensive Analysis
  28. ICML 2025Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices
  29. ICML 2025Zero Shot Generalization of Vision-Based RL Without Data Augmentation
  30. ICML 2025Zero-Inflated Bandits
  31. ICML 2025Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
  32. ICML 2025Zero-Shot Generalization of GNNs over Distinct Attribute Domains
  33. ICML 2025Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer
  34. ICML 2025Zero-Shot Offline Imitation Learning via Optimal Transport
  35. NeurIPS 2025\(\varepsilon\)-Optimally Solving Two-Player Zero-Sum POSGs
  36. NeurIPS 2025A Unified Reasoning Framework for Holistic Zero-Shot Video Anomaly Analysis
  37. NeurIPS 2025An Adaptive Quantum Circuit of Dempster's Rule of Combination for Uncertain Pattern Classification
  38. NeurIPS 2025BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation
  39. NeurIPS 2025Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation
  40. NeurIPS 2025Breaking the Gradient Barrier: Unveiling Large Language Models for Strategic Classification
  41. NeurIPS 2025Cancer Survival Analysis via Zero-shot Tumor Microenvironment Segmentation on Low-resolution Whole Slide Pathology Images
  42. NeurIPS 2025CellCLIP - Learning Perturbation Effects in Cell Painting via Text-Guided Contrastive Learning
  43. NeurIPS 2025CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching
  44. NeurIPS 2025Denoising Trajectory Biases for Zero-Shot AI-Generated Image Detection
  45. NeurIPS 2025Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
  46. NeurIPS 2025DualCnst: Enhancing Zero-Shot Out-of-Distribution Detection via Text-Image Consistency in Vision-Language Models
  47. NeurIPS 2025Dynamic Bundling with Large Language Models for Zero-Shot Inference on Text-Attributed Graphs
  48. NeurIPS 2025Dynamics-Aligned Latent Imagination in Contextual World Models for Zero-Shot Generalization
  49. NeurIPS 2025Embedding Principle of Homogeneous Neural Network for Classification Problem
  50. NeurIPS 2025Enhancing Zero-Shot Black-Box Optimization via Pretrained Models with Efficient Population Modeling, Interaction, and Stable Gradient Approximation

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