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 230 篇，第 4 / 5 页

  1. NeurIPS 2024FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding
  2. NeurIPS 2024GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting
  3. NeurIPS 2024Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
  4. NeurIPS 2024Geometric Exploitation for Indoor Panoramic Semantic Segmentation
  5. NeurIPS 2024Hierarchy-Agnostic Unsupervised Segmentation: Parsing Semantic Image Structure
  6. NeurIPS 2024Hybrid Mamba for Few-Shot Segmentation
  7. NeurIPS 2024Implicit Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes
  8. NeurIPS 2024Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation
  9. NeurIPS 2024Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
  10. NeurIPS 2024Learning Segmentation from Point Trajectories
  11. NeurIPS 2024LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
  12. NeurIPS 2024Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
  13. NeurIPS 2024Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation
  14. NeurIPS 2024MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
  15. NeurIPS 2024Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom
  16. NeurIPS 2024OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
  17. NeurIPS 2024One-to-Multiple: A Progressive Style Transfer Unsupervised Domain-Adaptive Framework for Kidney Tumor Segmentation
  18. NeurIPS 2024OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
  19. NeurIPS 2024RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation
  20. NeurIPS 2024Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective
  21. NeurIPS 2024RETR: Multi-View Radar Detection Transformer for Indoor Perception
  22. NeurIPS 2024RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
  23. NeurIPS 2024Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
  24. NeurIPS 2024Segment Anything without Supervision
  25. NeurIPS 2024Segmenting Watermarked Texts From Language Models
  26. NeurIPS 2024SegVol: Universal and Interactive Volumetric Medical Image Segmentation
  27. NeurIPS 2024SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
  28. NeurIPS 2024SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
  29. NeurIPS 2024SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
  30. NeurIPS 2024SyncVIS: Synchronized Video Instance Segmentation
  31. NeurIPS 2024TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network
  32. NeurIPS 2024Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
  33. NeurIPS 2024Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model
  34. NeurIPS 2024TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
  35. NeurIPS 2024Uncertainty-aware Fine-tuning of Segmentation Foundation Models
  36. NeurIPS 2024Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
  37. NeurIPS 2024Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark
  38. NeurIPS 2024Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
  39. NeurIPS 2024UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
  40. NeurIPS 2024Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation
  41. NeurIPS 2024Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval
  42. NeurIPS 20233D Indoor Instance Segmentation in an Open-World
  43. NeurIPS 2023AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks
  44. NeurIPS 2023Active Learning for Semantic Segmentation with Multi-class Label Query
  45. NeurIPS 2023Activity Grammars for Temporal Action Segmentation
  46. NeurIPS 2023AIMS: All-Inclusive Multi-Level Segmentation for Anything
  47. NeurIPS 2023All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation
  48. NeurIPS 2023Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation
  49. NeurIPS 2023ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation
  50. NeurIPS 2023AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation

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。

「计算机视觉」下的其他主题