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 257 篇，第 2 / 6 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. ICLR 2026A Cognitive Process-Inspired Architecture for Subject-Agnostic Brain Visual Decoding
  33. ICLR 2026Adaptive Concept Discovery for Interpretable Few-Shot Text Classification
  34. ICLR 2026An efficient, provably optimal, practical algorithm for the 0-1 loss linear classification problem
  35. ICLR 2026Boomerang Distillation Enables Zero-Shot Model Size Interpolation
  36. ICLR 2026Breaking Scale Anchoring: Frequency Representation Learning for Accurate High-Resolution Inference from Low-Resolution Training
  37. ICLR 2026BTZSC: A Benchmark for Zero-Shot Text Classification Across Cross-Encoders, Embedding Models, and Rerankers
  38. ICLR 2026CARPRT: Class-Aware Zero-Shot Prompt Reweighting for Vision-Language Model
  39. ICLR 2026CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
  40. ICLR 2026CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos
  41. ICLR 2026Decoupling Primitive with Experts: Dynamic Feature Alignment for Compositional Zero-Shot Learning
  42. ICLR 2026Directional Convergence, Benign Overfitting of Gradient Descent in leaky ReLU two-layer Neural Networks
  43. ICLR 2026Distilling and Adapting: A Topology-Aware Framework for Zero-Shot Interaction Prediction in Multiplex Biological Networks
  44. ICLR 2026DiVE-k: DIFFERENTIAL VISUAL REASONING FOR FINE-GRAINED IMAGE RECOGNITION
  45. ICLR 2026Does the Data Processing Inequality Reflect Practice? On the Utility of Low-Level Tasks
  46. ICLR 2026Efficient Zero-shot Inpainting with Decoupled Diffusion Guidance
  47. ICLR 2026EMBridge: Enhancing Gesture Generalization from EMG Signals Through Cross-modal Representation Learning
  48. ICLR 2026Exploiting Low-Dimensional Manifold of Features for Few-shot Whole Slide Image Classification
  49. ICLR 2026gen2seg: Generative Models Enable Generalizable Instance Segmentation
  50. ICLR 2026In-Context Learning of Temporal Point Processes with Foundation Inference Models

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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