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 318 篇，第 2 / 7 页

  1. CVPR 2026PromptStereo Zero-Shot Stereo Matching via Structure and Motion Prompts
  2. CVPR 2026Quantized Residuals to Continuous Prompts for Few-Shot Class Incremental Learning
  3. CVPR 2026Reevaluating the Intra-Modal Misalignment Hypothesis in CLIP
  4. CVPR 2026RefTon Reference person shot assist virtual Try-on
  5. CVPR 2026Scaling Zero-Shot Reference-to-Video Generation
  6. CVPR 2026Self-guided Semantic Inspection for Zero-Shot Composed Image Retrieval
  7. CVPR 2026Self-supervised Dynamic Heterogeneous Degradation Modeling for Unified Zero-Shot Image Restoration
  8. CVPR 2026SFR-Net Steering-Fusion-Refining Network in Multi-label Zero-Shot Sewer Defect Detection
  9. CVPR 2026SkeletonContext Skeleton-side Context Prompt Learning for Zero-Shot Skeleton-based Action Recognition
  10. CVPR 2026SO3-Equivariant ViT-Adapter for Data-Efficient Zero-Shot Sim-to-Real Indoor Panoramic Depth Estimation
  11. CVPR 2026SOTA Self-adaptive Optimal Transport for Zero-Shot Classification with Multiple Foundation
  12. CVPR 2026STiTch Semantic Transition and Transportation in Collaboration for Training-Free Zero-Shot
  13. CVPR 2026StoryTailorA Zero-Shot Pipeline for Action-Rich Multi-Subject Visual Narratives
  14. CVPR 2026SWIFT Sliding Window Reconstruction for Few-Shot Training-Free Generated Video Attribution
  15. CVPR 2026Taming Video Models for 3D and 4D Generation via Zero-Shot
  16. CVPR 2026TAPE Task-Adaptive Prototype Evolution in Audio-Language Models for Fully Few-shot
  17. CVPR 2026TF-CADE Foreground-Concentrated Text-Video Alignment for Zero-Shot Temporal Action Detection
  18. CVPR 2026TrajRAG Retrieving Geometric-Semantic Experience for Zero-Shot Object Navigation
  19. CVPR 2026Unified Spherical Frontend Learning Rotation-Equivariant Representations of Spherical Images from
  20. CVPR 2026Universal-to-Specific Dynamic Knowledge-Guided Multiple Instance Learning for Few-Shot Whole Slide
  21. CVPR 2026Unlocking Pre-trained Weights Parameter Inheritance for Zero-Shot Initialization
  22. CVPR 2026UZ3DVG Unaided Zero-Shot 3D Visual Grounding with Generated Language Conditions
  23. CVPR 2026VGGT-360 Geometry-Consistent Zero-Shot Panoramic Depth Estimation
  24. CVPR 2026VisualAD Language-Free Zero-Shot Anomaly Detection via Vision Transformer
  25. CVPR 2026What Makes Good Synthetic Training Data for Zero-Shot Stereo Matching
  26. CVPR 2026Your Dissimilarities Define You Complementary Learning Exploiting Class Diversities
  27. CVPR 2026Zero-Shot Depth Completion with Vision-Language Model
  28. CVPR 2026Zero-shot Detection of AI-Generated Image via RAW-RGB Alignment
  29. CVPR 2026Zero-Shot Image Denoising via Hybrid Prior-Guided Pseudo Sample Generation
  30. CVPR 2026Zero-Shot Reconstruction of Animatable 3D Avatars with Cloth Dynamics from
  31. CVPR 2026Zoo3D Zero-Shot 3D Object Detection at Scene Level
  32. CVPR 2025AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP
  33. CVPR 2025Active Data Curation Effectively Distills Large-Scale Multimodal Models
  34. CVPR 2025Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection
  35. CVPR 2025Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning
  36. CVPR 2025Buffer Anytime: Zero-Shot Video Depth and Normal from Image Priors
  37. CVPR 2025CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP
  38. CVPR 2025Conformal Prediction for Zero-Shot Models
  39. CVPR 2025ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer
  40. CVPR 2025Cross-View Completion Models are Zero-shot Correspondence Estimators
  41. CVPR 2025Depth Any Camera: Zero-Shot Metric Depth Estimation from Any Camera
  42. CVPR 2025Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning
  43. CVPR 2025Diffusion Self-Distillation for Zero-Shot Customized Image Generation
  44. CVPR 2025EIDT-V: Exploiting Intersections in Diffusion Trajectories for Model-Agnostic, Zero-Shot, Training-Free Text-to-Video Generation
  45. CVPR 2025Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration
  46. CVPR 2025EZSR: Event-based Zero-Shot Recognition
  47. CVPR 2025FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models
  48. CVPR 2025FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification
  49. CVPR 2025Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
  50. CVPR 2025FoundationStereo: Zero-Shot Stereo Matching

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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