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
- 目标检测论文从 2023 年的 485 篇增长到 2026 年的 681 篇,三年间扩大到约 1.4 倍。
- CVPR 是发目标检测论文最多的会议,2023–2026 年共 1,110 篇,占四个会议总量的 40%。
- 交叉方向里涨得最快的是扩散模型:同时属于两个主题的论文从 2023 年的 11 篇增至 2026 年的 39 篇。
- 在「计算机视觉」的 5 个主题里,它的 2026 年论文数排第 4;同组增长最快的视频理解是 2.6 倍,目标检测是 1.4 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 88 | 67 | 32 | 298 | 485 |
| 2024 | 667 | 78 | 55 | 272 | 1,072 |
| 2025 | 175 | 85 | 57 | 254 | 571 |
| 2026 | 179 | 95 | 121 | 286 | 681 |
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
- NeurIPS 2026A Systematic Analysis of Out-of-Distribution Detection Under Representation and Training Paradigm Shifts
- ICML 2026BPL: Generalizable Deepfake Detection via Bias-only Pair-aware Learning
- ICLR 2026CGSA: Class-Guided Slot-Aware Adaptation for Source-Free Object Detections
- CVPR 20263D-Object Perception Transformer 3PT
- NeurIPS 2025AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
- ICML 2025A Variational Information Theoretic Approach to Out-of-Distribution Detection
- ICLR 2025A Statistical Approach for Controlled Training Data Detection
- CVPR 2025A Distractor-Aware Memory for Visual Object Tracking with SAM2
- NeurIPS 2024$SE(3)$ Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation
- ICML 2024Contamination-Resilient Anomaly Detection via Adversarial Learning on Partially-Observed Normal and Anomalous Data
- ICLR 2024Boosting Graph Anomaly Detection with Adaptive Message Passing
- CVPR 2024DeconfuseTrack: Dealing with Confusion for Multi-Object Tracking
- NeurIPS 20233D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection
- ICML 2023Accelerated Infeasibility Detection of Constrained Optimization and Fixed-Point Iterations
- ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
- CVPR 20232PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection
- NeurIPS 2026Auditing Attention Head Masking for Out-of-Distribution Detection: Cross-Architecture Wins, Failures, and Polarity Inversions
- ICML 2026Causal-aware Anomaly Detection for Tabular Data
- ICLR 2026DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
- CVPR 2026A Closer Look at Cross-Domain Few-Shot Object Detection Fine-Tuning Matters
全部目标检测论文
共 1,072 篇,第 20 / 22 页
- NeurIPS 2024Streaming Detection of Queried Event Start
- NeurIPS 2024Streaming Long Video Understanding with Large Language Models
- NeurIPS 2024Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
- NeurIPS 2024Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation
- NeurIPS 2024Subsurface Scattering for Gaussian Splatting
- NeurIPS 2024Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection
- NeurIPS 2024SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition
- NeurIPS 2024SyncVIS: Synchronized Video Instance Segmentation
- NeurIPS 2024TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
- NeurIPS 2024TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
- NeurIPS 2024TAPTRv2: Attention-based Position Update Improves Tracking Any Point
- NeurIPS 2024Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions
- NeurIPS 2024TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network
- NeurIPS 2024Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis
- NeurIPS 2024Temporal Sentence Grounding with Relevance Feedback in Videos
- NeurIPS 2024Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations
- NeurIPS 2024Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor
- NeurIPS 2024Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model
- NeurIPS 2024Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
- NeurIPS 2024Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts
- NeurIPS 2024TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control
- NeurIPS 2024TFS-NeRF: Template-Free NeRF for Semantic 3D Reconstruction of Dynamic Scene
- NeurIPS 2024The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
- NeurIPS 2024The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark
- NeurIPS 2024The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
- NeurIPS 2024TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge
- NeurIPS 2024TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
- NeurIPS 2024TopoFR: A Closer Look at Topology Alignment on Face Recognition
- NeurIPS 2024TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
- NeurIPS 2024Toward a Stable, Fair, and Comprehensive Evaluation of Object Hallucination in Large Vision-Language Models
- NeurIPS 2024Toward Approaches to Scalability in 3D Human Pose Estimation
- NeurIPS 2024Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model
- NeurIPS 2024Toward Semantic Gaze Target Detection
- NeurIPS 2024Towards Comprehensive Detection of Chinese Harmful Memes
- NeurIPS 2024Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection
- NeurIPS 2024Towards Flexible Visual Relationship Segmentation
- NeurIPS 2024Towards Global Optimal Visual In-Context Learning Prompt Selection
- NeurIPS 2024Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
- NeurIPS 2024Towards Multi-Domain Learning for Generalizable Video Anomaly Detection
- NeurIPS 2024Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels
- NeurIPS 2024Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
- NeurIPS 2024Towards Unsupervised Model Selection for Domain Adaptive Object Detection
- NeurIPS 2024Toxicity Detection for Free
- NeurIPS 2024TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning
- NeurIPS 2024TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
- NeurIPS 2024TrAct: Making First-layer Pre-Activations Trainable
- NeurIPS 2024Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
- NeurIPS 2024Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts
- NeurIPS 2024TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration
- NeurIPS 2024Transferring disentangled representations: bridging the gap between synthetic and real images
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"}
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。