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 12 / 23 页

  1. NeurIPS 2024End-to-End Video Semantic Segmentation in Adverse Weather using Fusion Blocks and Temporal-Spatial Teacher-Student Learning
  2. NeurIPS 2024Energy-based Hopfield Boosting for Out-of-Distribution Detection
  3. NeurIPS 2024Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers
  4. NeurIPS 2024Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting
  5. NeurIPS 2024EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
  6. NeurIPS 2024Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis
  7. NeurIPS 2024Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data
  8. NeurIPS 2024ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
  9. NeurIPS 2024Evaluating Multiview Object Consistency in Humans and Image Models
  10. NeurIPS 2024Event-3DGS: Event-based 3D Reconstruction Using 3D Gaussian Splatting
  11. NeurIPS 2024Expanding Sparse Tuning for Low Memory Usage
  12. NeurIPS 2024Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
  13. NeurIPS 2024Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels
  14. NeurIPS 2024Exploiting Representation Curvature for Boundary Detection in Time Series
  15. NeurIPS 2024Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
  16. NeurIPS 2024Exploring Token Pruning in Vision State Space Models
  17. NeurIPS 2024Expressive Gaussian Human Avatars from Monocular RGB Video
  18. NeurIPS 2024Extending Video Masked Autoencoders to 128 frames
  19. NeurIPS 2024EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection
  20. NeurIPS 2024Fast Encoder-Based 3D from Casual Videos via Point Track Processing
  21. NeurIPS 2024FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
  22. NeurIPS 2024Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification
  23. NeurIPS 2024FedAvP: Augment Local Data via Shared Policy in Federated Learning
  24. NeurIPS 2024Federated Black-Box Adaptation for Semantic Segmentation
  25. NeurIPS 2024FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation
  26. NeurIPS 2024Fetch and Forge: Efficient Dataset Condensation for Object Detection
  27. NeurIPS 2024FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
  28. NeurIPS 2024FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors
  29. NeurIPS 2024Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
  30. NeurIPS 2024Fine-Tuning is Fine, if Calibrated
  31. NeurIPS 2024FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding
  32. NeurIPS 2024Flatten Anything: Unsupervised Neural Surface Parameterization
  33. NeurIPS 2024Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM
  34. NeurIPS 2024FlexCap: Describe Anything in Images in Controllable Detail
  35. NeurIPS 2024Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
  36. NeurIPS 2024FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection
  37. NeurIPS 2024Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning
  38. NeurIPS 2024Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
  39. NeurIPS 2024FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes
  40. NeurIPS 2024FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
  41. NeurIPS 2024From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
  42. NeurIPS 2024From Chaos to Clarity: 3DGS in the Dark
  43. NeurIPS 2024From Transparent to Opaque: Rethinking Neural Implicit Surfaces with $\alpha$-NeuS
  44. NeurIPS 2024Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models
  45. NeurIPS 2024Frustratingly Easy Test-Time Adaptation of Vision-Language Models
  46. NeurIPS 2024FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
  47. NeurIPS 2024Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
  48. NeurIPS 2024Fully Explicit Dynamic Gaussian Splatting
  49. NeurIPS 2024Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images
  50. NeurIPS 2024GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting

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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