Object Detection papers, 2023–2026

Key findings

• Object Detection went from 485 papers in 2023 to 681 in 2026, roughly 1.4x in three years.
• CVPR publishes the most Object Detection work: 1,110 papers from 2023 to 2026, 40% of the four-venue total.
• The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 11 in 2023 to 39 in 2026.
• Among the 5 topics under Computer Vision, it ranks #4 by 2026 paper count; the fastest grower in the group, Video Understanding, is up 2.6x versus 1.4x here.

Representative papers

Spread across years and venues so every edition shows up

• 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

All Object Detection papers

254 papers, page 2 of 6

51. CVPR 2025DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection
52. CVPR 2025DreamTrack: Dreaming the Future for Multimodal Visual Object Tracking
53. CVPR 2025DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation
54. CVPR 2025DTOS: Dynamic Time Object Sensing with Large Multimodal Model
55. CVPR 2025Dual Energy-Based Model with Open-World Uncertainty Estimation for Out-of-distribution Detection
56. CVPR 2025Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans?
57. CVPR 2025DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution
58. CVPR 2025EasyHOI: Unleashing the Power of Large Models for Reconstructing Hand-Object Interactions in the Wild
59. CVPR 2025Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention
60. CVPR 2025Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning
61. CVPR 2025Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations
62. CVPR 2025Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways
63. CVPR 2025Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras
64. CVPR 2025Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection
65. CVPR 2025Face Forgery Video Detection via Temporal Forgery Cue Unraveling
66. CVPR 2025FASTer: Focal token Acquiring-and-Scaling Transformer for Long-term 3D Objection Detection
67. CVPR 2025Feature Information Driven Position Gaussian Distribution Estimation for Tiny Object Detection
68. CVPR 2025Feature Spectrum Learning for Remote Sensing Change Detection
69. CVPR 2025FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error
70. CVPR 2025FlexUOD: The Answer to Real-world Unsupervised Image Outlier Detection
71. CVPR 2025Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation
72. CVPR 2025Focusing on Tracks for Online Multi-Object Tracking
73. CVPR 2025Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
74. CVPR 2025Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection
75. CVPR 2025Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
76. CVPR 2025Foveated Instance Segmentation
77. CVPR 2025Fractal Calibration for Long-tailed Object Detection
78. CVPR 2025FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
79. CVPR 2025FSHNet: Fully Sparse Hybrid Network for 3D Object Detection
80. CVPR 2025G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation
81. CVPR 2025GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection
82. CVPR 2025Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
83. CVPR 2025GBlobs: Explicit Local Structure via Gaussian Blobs for Improved Cross-Domain LiDAR-based 3D Object Detection
84. CVPR 2025GCE-Pose: Global Context Enhancement for Category-level Object Pose Estimation
85. CVPR 2025Generalizable Object Keypoint Localization from Generative Priors
86. CVPR 2025Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection
87. CVPR 2025Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
88. CVPR 2025Generating 6DoF Object Manipulation Trajectories from Action Description in Egocentric Vision
89. CVPR 2025GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation
90. CVPR 2025GLASS: Guided Latent Slot Diffusion for Object-Centric Learning
91. CVPR 2025Glossy Object Reconstruction with Cost-effective Polarized Acquisition
92. CVPR 2025GO-N3RDet: Geometry Optimized NeRF-enhanced 3D Object Detector
93. CVPR 2025GOAL: Global-local Object Alignment Learning
94. CVPR 2025GRAE-3DMOT: Geometry Relation-Aware Encoder for Online 3D Multi-Object Tracking
95. CVPR 2025Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection
96. CVPR 2025GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding
97. CVPR 2025Grounding 3D Object Affordance with Language Instructions, Visual Observations and Interactions
98. CVPR 2025GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction
99. CVPR 2025Guiding Human-Object Interactions with Rich Geometry and Relations
100. CVPR 2025H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection

FAQ

How many Object Detection papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

2,809 in total: 485 in 2023, 1,072 in 2024, 571 in 2025, 681 in 2026.

How many Object Detection papers are at NeurIPS 2026?

NeurIPS 2026 has 179 Object Detection papers, versus 175 the year before.

How many Object Detection papers are at ICLR 2026?

ICLR 2026 has 95 Object Detection papers, versus 85 the year before.

How many Object Detection papers are at ICML 2026?

ICML 2026 has 121 Object Detection papers, versus 57 the year before.

How many Object Detection papers are at CVPR 2026?

CVPR 2026 has 286 Object Detection papers, versus 254 the year before.

Which conference publishes the most Object Detection papers?

CVPR, with 1,110 papers from 2023 to 2026.