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 6 / 13 页

  1. CVPR 2025ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object
  2. CVPR 2025SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost
  3. CVPR 2025SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation
  4. CVPR 2025Scaling up Image Segmentation across Data and Tasks
  5. CVPR 2025Scene-Centric Unsupervised Panoptic Segmentation
  6. CVPR 2025SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures
  7. CVPR 2025SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images
  8. CVPR 2025SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
  9. CVPR 2025Segment Any Motion in Videos
  10. CVPR 2025Segment Anything, Even Occluded
  11. CVPR 2025Segment This Thing: Foveated Tokenization for Efficient Point-Prompted Segmentation
  12. CVPR 2025Semantic and Sequential Alignment for Referring Video Object Segmentation
  13. CVPR 2025Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation
  14. CVPR 2025SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation
  15. CVPR 2025Show and Segment: Universal Medical Image Segmentation via In-Context Learning
  16. CVPR 2025Sketchy Bounding-box Supervision for 3D Instance Segmentation
  17. CVPR 2025SmartEraser: Remove Anything from Images using Masked-Region Guidance
  18. CVPR 2025Soft Self-labeling and Potts Relaxations for Weakly-supervised Segmentation
  19. CVPR 2025Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving
  20. CVPR 2025Star with Bilinear Mapping
  21. CVPR 2025Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation
  22. CVPR 2025SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes
  23. CVPR 2025SuperLightNet: Lightweight Parameter Aggregation Network for Multimodal Brain Tumor Segmentation
  24. CVPR 2025Text Augmented Correlation Transformer For Few-shot Classification & Segmentation
  25. CVPR 2025The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation
  26. CVPR 2025The Devil is in Temporal Token: High Quality Video Reasoning Segmentation
  27. CVPR 2025The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation
  28. CVPR 2025Towards Continual Universal Segmentation
  29. CVPR 2025Towards Efficient Foundation Model for Zero-shot Amodal Segmentation
  30. CVPR 2025Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather
  31. CVPR 2025TriTex: Learning Texture from a Single Mesh via Triplane Semantic Features
  32. CVPR 2025Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space
  33. CVPR 2025UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery
  34. CVPR 2025Unified Medical Lesion Segmentation via Self-referring Indicator
  35. CVPR 2025Universal Domain Adaptation for Semantic Segmentation
  36. CVPR 2025v-CLR: View-Consistent Learning for Open-World Instance Segmentation
  37. CVPR 2025vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation
  38. CVPR 2025VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models
  39. CVPR 2025VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
  40. CVPR 2025Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion
  41. CVPR 2025WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels
  42. CVPR 2025Your ViT is Secretly an Image Segmentation Model
  43. CVPR 2025Zero-Shot 4D Lidar Panoptic Segmentation
  44. CVPR 20243D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
  45. CVPR 2024A Simple Recipe for Language-guided Domain Generalized Segmentation
  46. CVPR 2024Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation
  47. CVPR 2024Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation
  48. CVPR 2024Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery
  49. CVPR 2024ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers
  50. CVPR 2024AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

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