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 667 篇，第 8 / 14 页

  1. NeurIPS 2024LLMs Can Evolve Continually on Modality for $\mathbb{X}$-Modal Reasoning
  2. NeurIPS 2024LocCa: Visual Pretraining with Location-aware Captioners
  3. NeurIPS 2024LoCo: Learning 3D Location-Consistent Image Features with a Memory-Efficient Ranking Loss
  4. NeurIPS 2024Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction
  5. NeurIPS 2024LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
  6. NeurIPS 2024LOVA3: Learning to Visual Question Answering, Asking and Assessment
  7. NeurIPS 2024LP-3DGS: Learning to Prune 3D Gaussian Splatting
  8. NeurIPS 2024LRM-Zero: Training Large Reconstruction Models with Synthesized Data
  9. NeurIPS 2024Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models
  10. NeurIPS 2024LuSh-NeRF: Lighting up and Sharpening NeRFs for Low-light Scenes
  11. NeurIPS 2024M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation
  12. NeurIPS 2024Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials
  13. NeurIPS 2024MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection
  14. NeurIPS 2024MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space
  15. NeurIPS 2024MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
  16. NeurIPS 2024ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
  17. NeurIPS 2024MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation
  18. NeurIPS 2024Matryoshka Query Transformer for Large Vision-Language Models
  19. NeurIPS 2024MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
  20. NeurIPS 2024MC-DiT: Contextual Enhancement via Clean-to-Clean Reconstruction for Masked Diffusion Models
  21. NeurIPS 2024MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning
  22. NeurIPS 2024Memorize What Matters: Emergent Scene Decomposition from Multitraverse
  23. NeurIPS 2024MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
  24. NeurIPS 2024MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model
  25. NeurIPS 2024Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
  26. NeurIPS 2024MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
  27. NeurIPS 2024Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
  28. NeurIPS 2024MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction
  29. NeurIPS 2024MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes
  30. NeurIPS 2024Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration
  31. NeurIPS 2024Mitigating Object Hallucination via Concentric Causal Attention
  32. NeurIPS 2024Mixture of Nested Experts: Adaptive Processing of Visual Tokens
  33. NeurIPS 2024Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
  34. NeurIPS 2024MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks
  35. NeurIPS 2024MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders
  36. NeurIPS 2024MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer
  37. NeurIPS 2024Motion Graph Unleashed: A Novel Approach to Video Prediction
  38. NeurIPS 2024MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting
  39. NeurIPS 2024Moving Off-the-Grid: Scene-Grounded Video Representations
  40. NeurIPS 2024MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution
  41. NeurIPS 2024MTGS: A Novel Framework for Multi-Person Temporal Gaze Following and Social Gaze Prediction
  42. NeurIPS 2024Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention
  43. NeurIPS 2024Multi-Object Hallucination in Vision Language Models
  44. NeurIPS 2024Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
  45. NeurIPS 2024Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
  46. NeurIPS 2024Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
  47. NeurIPS 2024Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis
  48. NeurIPS 2024Multilingual Diversity Improves Vision-Language Representations
  49. NeurIPS 2024Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
  50. NeurIPS 2024MultiOrg: A Multi-rater Organoid-detection Dataset

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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