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 81 篇，第 1 / 2 页

  1. CVPR 2026AG-VAS Anchor-Guided Zero-Shot Visual Anomaly Segmentation with Large Multimodal Models
  2. CVPR 2026AGFT Alignment-Guided Fine-Tuning for Zero-Shot Adversarial Robustness of Vision-Language Models
  3. CVPR 2026AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors
  4. CVPR 2026Are Image-to-Video Models Good Zero-Shot Image Editors
  5. CVPR 2026Back to Point Exploring Point-Language Models for Zero-Shot 3D Anomaly
  6. CVPR 2026Bayesian Decomposition and Semantic Completion for Few-shot Semantic Segmentation
  7. CVPR 2026Beyond Heuristic Prompting A Concept-Guided Bayesian Framework for Zero-Shot Image
  8. CVPR 2026Boosting Quantitive and Spatial Awareness for Zero-Shot Object Counting
  9. CVPR 2026Bridging the Modality Gap in Compositional Zero-Shot Learning via Sparse
  10. CVPR 2026CLIP Is Shortsighted Paying Attention Beyond the First Sentence
  11. CVPR 2026ConceptPose Training-Free Zero-Shot Object Pose Estimation using Concept Vectors
  12. CVPR 2026DDSF Robust Few-Shot Learning via Disentangled Subspaces with Determinantal Point
  13. CVPR 2026Discover Segment and Select A Progressive Mechanism for Zero-shot Camouflaged
  14. CVPR 2026DLVP-CLIP Enhancing Fine-Grained Zero-Shot Anomaly Detection via Dynamic Local Visual
  15. CVPR 2026ENC-Bench A Benchmark for Evaluating Multimodal Large Language Models in
  16. CVPR 2026Explaining CLIP Zero-shot Predictions Through Concepts
  17. CVPR 2026Fast-FoundationStereo Real-Time Zero-Shot Stereo Matching
  18. CVPR 2026FB-CLIP Fine-Grained Zero-Shot Anomaly Detection with Foreground-Background Disentanglement
  19. CVPR 2026FBTA Enabling Single-GPU End-to-End Gigapixel WSI Classification with Feature Bridging
  20. CVPR 2026FeatureFool Zero-Query Fooling of Video Models via Feature Map
  21. CVPR 2026Feed-Forward One-Shot Animatable Textured Mesh Avatar Reconstruction
  22. CVPR 2026FlowComposer Composable Flows for Compositional Zero-Shot Learning
  23. CVPR 2026From Attraction to Equilibrium Physics-Inspired Semantic Gravitons for Zero-Shot Anomaly
  24. CVPR 2026From Few-way to Many-way Rethinking Few-shot Fine-grained Image Classification
  25. CVPR 2026Graph Attention Prototypical Network for Robust Few-Shot Classification
  26. CVPR 2026GS-CLIP Zero-shot 3D Anomaly Detection by Geometry-Aware Prompt and Synergistic
  27. CVPR 2026HandDreamer Zero-Shot Text to 3D Hand Model Generation using Corrective
  28. CVPR 2026Harnessing the Power of Foundation Models for Accurate Material Classification
  29. CVPR 2026Hierarchically Robust Zero-shot Vision-language Models
  30. CVPR 2026Humanoid Generative Pre-Training for Zero-Shot Motion Tracking
  31. CVPR 2026Hyperbolic Defect Feature Synthesis for Few-Shot Defect Classification
  32. CVPR 2026Incentivizing Generative Zero-Shot Learning via Outcome-Reward Reinforcement Learning with Visual
  33. CVPR 2026InTrain Intrinsic Trainability for Zero-Cost Neural Architecture Search
  34. CVPR 2026Language Does Matter for Cross-Domain Few-Shot Visual Feature Enhancement
  35. CVPR 2026LaS-Comp Zero-shot 3D Completion with Latent-Spatial Consistency
  36. CVPR 2026Lite Any Stereo Efficient Zero-Shot Stereo Matching
  37. CVPR 2026Making the Classification Explanation Faithful to the Confidence Score
  38. CVPR 2026Memory Matters Boosting Training-Free Zero-Shot Temporal Action Localization with a
  39. CVPR 2026MoECLIP Patch-Specialized Experts for Zero-shot Anomaly Detection
  40. CVPR 2026MPL Match-guided Prototype Learning for Few-shot Action Recognition
  41. CVPR 2026MR. Illuminate Zero-Shot Low-Light Image Enhancement with Diffusion Prior
  42. CVPR 2026Multi-Scale Gaussian-Language Map for Zero-shot Embodied Navigation and Reasoning
  43. CVPR 2026MV3DIS Multi-View Mask Matching via 3D Guides for Zero-Shot 3D
  44. CVPR 2026NAF Zero-Shot Feature Upsampling via Neighborhood Attention Filtering
  45. CVPR 2026No Need For Real Anomaly MLLM Empowered Zero-Shot Video Anomaly
  46. CVPR 2026One Patch to Caption Them All A Unified Zero-Shot Captioning
  47. CVPR 2026oslash Source Models Leak What They Shouldnt nrightarrow Unlearning Zero-Shot
  48. CVPR 2026Post-training Feature Pruning for Fundus Images Classification
  49. CVPR 2026PP-Brep Few-Shot B-rep Classification with Hybrid Graph Representation
  50. CVPR 2026ProjFlow Projection Sampling with Flow Matching for Zero-Shot Exact Spatial

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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