目标检测论文趋势 2023–2026

检测与定位

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 2,809 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

目标检测论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023886732298485
202466778552721,072
20251758557254571
202617995121286681

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

全部目标检测论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 1,109 篇，第 18 / 23 页

  1. NeurIPS 2024Revisiting Few-Shot Object Detection with Vision-Language Models
  2. NeurIPS 2024Revisiting Score Propagation in Graph Out-of-Distribution Detection
  3. NeurIPS 2024RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification
  4. NeurIPS 2024RobIR: Robust Inverse Rendering for High-Illumination Scenes
  5. NeurIPS 2024Robust Fine-tuning of Zero-shot Models via Variance Reduction
  6. NeurIPS 2024RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
  7. NeurIPS 2024SA3DIP: Segment Any 3D Instance with Potential 3D Priors
  8. NeurIPS 2024SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
  9. NeurIPS 2024SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series
  10. NeurIPS 2024SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
  11. NeurIPS 2024Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99%
  12. NeurIPS 2024Scene Graph Generation with Role-Playing Large Language Models
  13. NeurIPS 2024SE(3)-bi-equivariant Transformers for Point Cloud Assembly
  14. NeurIPS 2024SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
  15. NeurIPS 2024Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
  16. NeurIPS 2024Segment Any Change
  17. NeurIPS 2024Segment Anything without Supervision
  18. NeurIPS 2024Self-Distilled Depth Refinement with Noisy Poisson Fusion
  19. NeurIPS 2024Self-Guided Masked Autoencoder
  20. NeurIPS 2024Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
  21. NeurIPS 2024Self-supervised Transformation Learning for Equivariant Representations
  22. NeurIPS 2024SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
  23. NeurIPS 2024Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval
  24. NeurIPS 2024Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph
  25. NeurIPS 2024Sequential Harmful Shift Detection Without Labels
  26. NeurIPS 2024SfPUEL: Shape from Polarization under Unknown Environment Light
  27. NeurIPS 2024Sharing Key Semantics in Transformer Makes Efficient Image Restoration
  28. NeurIPS 2024SimGen: Simulator-conditioned Driving Scene Generation
  29. NeurIPS 2024Slicing Vision Transformer for Flexible Inference
  30. NeurIPS 2024SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
  31. NeurIPS 2024SlimSAM: 0.1% Data Makes Segment Anything Slim
  32. NeurIPS 2024Slot-VLM: Object-Event Slots for Video-Language Modeling
  33. NeurIPS 2024SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
  34. NeurIPS 2024SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
  35. NeurIPS 2024Soft Superpixel Neighborhood Attention
  36. NeurIPS 2024Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
  37. NeurIPS 2024SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors
  38. NeurIPS 2024Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras
  39. NeurIPS 2024Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
  40. NeurIPS 2024SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
  41. NeurIPS 2024SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
  42. NeurIPS 2024Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
  43. NeurIPS 2024SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
  44. NeurIPS 2024Spiking Neural Network as Adaptive Event Stream Slicer
  45. NeurIPS 2024Splatter a Video: Video Gaussian Representation for Versatile Processing
  46. NeurIPS 2024SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
  47. NeurIPS 2024SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
  48. NeurIPS 2024STONE: A Submodular Optimization Framework for Active 3D Object Detection
  49. NeurIPS 2024StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences
  50. NeurIPS 2024Streaming Detection of Queried Event Start

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 查目标检测在 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": "object-detection"}

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目标检测论文？
共 2,809 篇，按年份分别是 2023 年 485 篇、2024 年 1,072 篇、2025 年 571 篇、2026 年 681 篇。
NeurIPS 2026 有多少篇目标检测论文？
NeurIPS 2026 有 179 篇目标检测论文，上一届是 175 篇。
ICLR 2026 有多少篇目标检测论文？
ICLR 2026 有 95 篇目标检测论文，上一届是 85 篇。
ICML 2026 有多少篇目标检测论文？
ICML 2026 有 121 篇目标检测论文，上一届是 57 篇。
CVPR 2026 有多少篇目标检测论文？
CVPR 2026 有 286 篇目标检测论文，上一届是 254 篇。
哪个会议的目标检测论文最多？
CVPR，2023–2026 年共 1,110 篇。

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