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

78 papers, page 2 of 2

51. ICLR 2024Negative Label Guided OOD Detection with Pretrained Vision-Language Models
52. ICLR 2024Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
53. ICLR 2024Object centric architectures enable efficient causal representation learning
54. ICLR 2024Object-Centric Learning with Slot Mixture Module
55. ICLR 2024On Diffusion Modeling for Anomaly Detection
56. ICLR 2024Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness
57. ICLR 2024Out-of-Distribution Detection with Negative Prompts
58. ICLR 2024Partitioning Message Passing for Graph Fraud Detection
59. ICLR 2024PBADet: A One-Stage Anchor-Free Approach for Part-Body Association
60. ICLR 2024Plugin estimators for selective classification with out-of-distribution detection
61. ICLR 2024Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
62. ICLR 2024Pre-training LiDAR-based 3D Object Detectors through Colorization
63. ICLR 2024Provable Compositional Generalization for Object-Centric Learning
64. ICLR 2024Raidar: geneRative AI Detection viA Rewriting
65. ICLR 2024Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection
66. ICLR 2024Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement
67. ICLR 2024Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
68. ICLR 2024SPDER: Semiperiodic Damping-Enabled Object Representation
69. ICLR 2024Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects
70. ICLR 2024The Devil is in the Object Boundary: Towards Annotation-free Instance Segmentation using Foundation Models
71. ICLR 2024Thin-Shell Object Manipulations With Differentiable Physics Simulations
72. ICLR 2024Towards Category Unification of 3D Single Object Tracking on Point Clouds
73. ICLR 2024Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection
74. ICLR 2024Transferring Labels to Solve Annotation Mismatches Across Object Detection Datasets
75. ICLR 2024V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection
76. ICLR 2024VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAE
77. ICLR 2024Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
78. ICLR 2024Window Attention is Bugged: How not to Interpolate Position Embeddings

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.