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

298 papers, page 2 of 6

51. CVPR 2023ConQueR: Query Contrast Voxel-DETR for 3D Object Detection
52. CVPR 2023Consistent-Teacher: Towards Reducing Inconsistent Pseudo-Targets in Semi-Supervised Object Detection
53. CVPR 2023Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation
54. CVPR 2023Continual Detection Transformer for Incremental Object Detection
55. CVPR 2023Continuous Landmark Detection With 3D Queries
56. CVPR 2023Contrastive Mean Teacher for Domain Adaptive Object Detectors
57. CVPR 2023CORA: Adapting CLIP for Open-Vocabulary Detection With Region Prompting and Anchor Pre-Matching
58. CVPR 2023CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation
59. CVPR 2023Curricular Object Manipulation in LiDAR-Based Object Detection
60. CVPR 2023Cut and Learn for Unsupervised Object Detection and Instance Segmentation
61. CVPR 2023DA-DETR: Domain Adaptive Detection Transformer With Information Fusion
62. CVPR 2023DartBlur: Privacy Preservation With Detection Artifact Suppression
63. CVPR 2023Decomposed Cross-Modal Distillation for RGB-Based Temporal Action Detection
64. CVPR 2023Decoupling MaxLogit for Out-of-Distribution Detection
65. CVPR 2023Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU Supervision
66. CVPR 2023DeepLSD: Line Segment Detection and Refinement With Deep Image Gradients
67. CVPR 2023DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting
68. CVPR 2023Dense Distinct Query for End-to-End Object Detection
69. CVPR 2023Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection
70. CVPR 2023DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection
71. CVPR 2023DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment
72. CVPR 2023Detecting Everything in the Open World: Towards Universal Object Detection
73. CVPR 2023Detecting Human-Object Contact in Images
74. CVPR 2023Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
75. CVPR 2023Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns
76. CVPR 2023DETR With Additional Global Aggregation for Cross-Domain Weakly Supervised Object Detection
77. CVPR 2023DETRs With Hybrid Matching
78. CVPR 2023DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
79. CVPR 2023DIP: Dual Incongruity Perceiving Network for Sarcasm Detection
80. CVPR 2023Discriminating Known From Unknown Objects via Structure-Enhanced Recurrent Variational AutoEncoder
81. CVPR 2023Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection
82. CVPR 2023Distilling Focal Knowledge From Imperfect Expert for 3D Object Detection
83. CVPR 2023Diversity-Measurable Anomaly Detection
84. CVPR 2023Divide and Conquer: Answering Questions With Object Factorization and Compositional Reasoning
85. CVPR 2023Doubly Right Object Recognition: A Why Prompt for Visual Rationales
86. CVPR 2023Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection
87. CVPR 2023Dynamic Graph Learning With Content-Guided Spatial-Frequency Relation Reasoning for Deepfake Detection
88. CVPR 2023DynamicDet: A Unified Dynamic Architecture for Object Detection
89. CVPR 2023EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision
90. CVPR 2023Efficient Movie Scene Detection Using State-Space Transformers
91. CVPR 2023Egocentric Audio-Visual Object Localization
92. CVPR 2023Egocentric Auditory Attention Localization in Conversations
93. CVPR 2023End-to-End 3D Dense Captioning With Vote2Cap-DETR
94. CVPR 2023Enhanced Training of Query-Based Object Detection via Selective Query Recollection
95. CVPR 2023Evading DeepFake Detectors via Adversarial Statistical Consistency
96. CVPR 2023EVAL: Explainable Video Anomaly Localization
97. CVPR 2023Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection
98. CVPR 2023Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection
99. CVPR 2023expOSE: Accurate Initialization-Free Projective Factorization Using Exponential Regularization
100. CVPR 2023Feature Aggregated Queries for Transformer-Based Video Object Detectors

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.