分割论文趋势 2023–2026

语义/实例分割

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,034 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

分割论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023391610186251
2024651918167269
2025662617140249
2026602625154265

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

全部分割论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 646 篇，第 10 / 13 页

  1. CVPR 2024Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling
  2. CVPR 2024Unsupervised Universal Image Segmentation
  3. CVPR 2024Unveiling Parts Beyond Objects: Towards Finer-Granularity Referring Expression Segmentation
  4. CVPR 2024USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation
  5. CVPR 2024Vanishing-Point-Guided Video Semantic Segmentation of Driving Scenes
  6. CVPR 2024Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation
  7. CVPR 2024VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation
  8. CVPR 2024Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach
  9. CVPR 2024Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle
  10. CVPR 2024ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting
  11. CVPR 20233D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
  12. CVPR 2023A Generalized Framework for Video Instance Segmentation
  13. CVPR 2023A Simple Framework for Text-Supervised Semantic Segmentation
  14. CVPR 2023A Soma Segmentation Benchmark in Full Adult Fly Brain
  15. CVPR 2023A Strong Baseline for Generalized Few-Shot Semantic Segmentation
  16. CVPR 2023ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation
  17. CVPR 2023Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation
  18. CVPR 2023Ambiguous Medical Image Segmentation Using Diffusion Models
  19. CVPR 2023ASPnet: Action Segmentation With Shared-Private Representation of Multiple Data Sources
  20. CVPR 2023AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation
  21. CVPR 2023Augmentation Matters: A Simple-Yet-Effective Approach to Semi-Supervised Semantic Segmentation
  22. CVPR 2023AutoFocusFormer: Image Segmentation off the Grid
  23. CVPR 2023Automatic High Resolution Wire Segmentation and Removal
  24. CVPR 2023BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation
  25. CVPR 2023Balancing Logit Variation for Long-Tailed Semantic Segmentation
  26. CVPR 2023Beyond mAP: Towards Better Evaluation of Instance Segmentation
  27. CVPR 2023Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation
  28. CVPR 2023Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training With Saliency Prompt
  29. CVPR 2023Boosting Video Object Segmentation via Space-Time Correspondence Learning
  30. CVPR 2023Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation
  31. CVPR 2023Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation
  32. CVPR 2023BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation
  33. CVPR 2023Breaking the "Object" in Video Object Segmentation
  34. CVPR 2023Camouflaged Instance Segmentation via Explicit De-Camouflaging
  35. CVPR 2023Center Focusing Network for Real-Time LiDAR Panoptic Segmentation
  36. CVPR 2023Class Adaptive Network Calibration
  37. CVPR 2023CLIP Is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation
  38. CVPR 2023CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation
  39. CVPR 2023Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation
  40. CVPR 2023CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
  41. CVPR 2023Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation
  42. CVPR 2023Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation
  43. CVPR 2023Content-Aware Token Sharing for Efficient Semantic Segmentation With Vision Transformers
  44. CVPR 2023Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation
  45. CVPR 2023Continual Semantic Segmentation With Automatic Memory Sample Selection
  46. CVPR 2023Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations
  47. CVPR 2023Contrastive Grouping With Transformer for Referring Image Segmentation
  48. CVPR 2023Cut and Learn for Unsupervised Object Detection and Instance Segmentation
  49. CVPR 2023DA Wand: Distortion-Aware Selection Using Neural Mesh Parameterization
  50. CVPR 2023Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains

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 查分割在 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": "segmentation"}

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分割论文？
共 1,034 篇，按年份分别是 2023 年 251 篇、2024 年 269 篇、2025 年 249 篇、2026 年 265 篇。
NeurIPS 2026 有多少篇分割论文？
NeurIPS 2026 有 60 篇分割论文，上一届是 66 篇。
ICLR 2026 有多少篇分割论文？
ICLR 2026 有 26 篇分割论文，上一届是 26 篇。
ICML 2026 有多少篇分割论文？
ICML 2026 有 25 篇分割论文，上一届是 17 篇。
CVPR 2026 有多少篇分割论文？
CVPR 2026 有 154 篇分割论文，上一届是 140 篇。
哪个会议的分割论文最多？
CVPR，2023–2026 年共 647 篇。

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