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 1,072 篇，第 15 / 22 页

  1. NeurIPS 2024Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
  2. NeurIPS 2024Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation
  3. NeurIPS 2024Improving Neural Network Surface Processing with Principal Curvatures
  4. NeurIPS 2024Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
  5. NeurIPS 2024Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection
  6. NeurIPS 2024In-Context Symmetries: Self-Supervised Learning through Contextual World Models
  7. NeurIPS 2024In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
  8. NeurIPS 2024Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors
  9. NeurIPS 2024Interfacing Foundation Models' Embeddings
  10. NeurIPS 2024InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
  11. NeurIPS 2024Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
  12. NeurIPS 2024IODA: Instance-Guided One-shot Domain Adaptation for Super-Resolution
  13. NeurIPS 2024IPO: Interpretable Prompt Optimization for Vision-Language Models
  14. NeurIPS 2024Is Function Similarity Over-Engineered? Building a Benchmark
  15. NeurIPS 2024Is Multiple Object Tracking a Matter of Specialization?
  16. NeurIPS 2024Is Your LiDAR Placement Optimized for 3D Scene Understanding?
  17. NeurIPS 2024Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem
  18. NeurIPS 2024Kernel PCA for Out-of-Distribution Detection
  19. NeurIPS 2024Key-Grid: Unsupervised 3D Keypoints Detection using Grid Heatmap Features
  20. NeurIPS 2024Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
  21. NeurIPS 2024KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension
  22. NeurIPS 2024Large Spatial Model: End-to-end Unposed Images to Semantic 3D
  23. NeurIPS 2024LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction
  24. NeurIPS 2024Latent Intrinsics Emerge from Training to Relight
  25. NeurIPS 2024LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling
  26. NeurIPS 2024Learning 1D Causal Visual Representation with De-focus Attention Networks
  27. NeurIPS 2024Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation
  28. NeurIPS 2024Learning Bregman Divergences with Application to Robustness
  29. NeurIPS 2024Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification
  30. NeurIPS 2024Learning De-Biased Representations for Remote-Sensing Imagery
  31. NeurIPS 2024Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization
  32. NeurIPS 2024Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation
  33. NeurIPS 2024Learning from Offline Foundation Features with Tensor Augmentations
  34. NeurIPS 2024Learning Interaction-aware 3D Gaussian Splatting for One-shot Hand Avatars
  35. NeurIPS 2024Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression
  36. NeurIPS 2024Learning Segmentation from Point Trajectories
  37. NeurIPS 2024Learning to Decouple the Lights for 3D Face Texture Modeling
  38. NeurIPS 2024Learning to Edit Visual Programs with Self-Supervision
  39. NeurIPS 2024Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
  40. NeurIPS 2024Learning to Shape In-distribution Feature Space for Out-of-distribution Detection
  41. NeurIPS 2024Learning Transferable Features for Implicit Neural Representations
  42. NeurIPS 2024Learning Truncated Causal History Model for Video Restoration
  43. NeurIPS 2024LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
  44. NeurIPS 2024Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
  45. NeurIPS 2024Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning
  46. NeurIPS 2024Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding
  47. NeurIPS 2024LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization
  48. NeurIPS 2024LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
  49. NeurIPS 2024Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis
  50. NeurIPS 2024Lightweight Frequency Masker for Cross-Domain Few-Shot 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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