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

1,110 papers, page 22 of 23

1051. CVPR 2023Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning
1052. CVPR 2023Siamese DETR
1053. CVPR 2023SIEDOB: Semantic Image Editing by Disentangling Object and Background
1054. CVPR 2023Simple Cues Lead to a Strong Multi-Object Tracker
1055. CVPR 2023SimpleNet: A Simple Network for Image Anomaly Detection and Localization
1056. CVPR 2023SimpSON: Simplifying Photo Cleanup With Single-Click Distracting Object Segmentation Network
1057. CVPR 2023SmartBrush: Text and Shape Guided Object Inpainting With Diffusion Model
1058. CVPR 2023SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation
1059. CVPR 2023SOOD: Towards Semi-Supervised Oriented Object Detection
1060. CVPR 2023SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection
1061. CVPR 2023Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking
1062. CVPR 2023STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
1063. CVPR 2023STDLens: Model Hijacking-Resilient Federated Learning for Object Detection
1064. CVPR 2023T-SEA: Transfer-Based Self-Ensemble Attack on Object Detection
1065. CVPR 2023Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection
1066. CVPR 2023TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation
1067. CVPR 2023Texture-Guided Saliency Distilling for Unsupervised Salient Object Detection
1068. CVPR 2023The Differentiable Lens: Compound Lens Search Over Glass Surfaces and Materials for Object Detection
1069. CVPR 2023TopNet: Transformer-Based Object Placement Network for Image Compositing
1070. CVPR 2023Toward RAW Object Detection: A New Benchmark and a New Model
1071. CVPR 2023Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration
1072. CVPR 2023Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View
1073. CVPR 2023Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors
1074. CVPR 2023Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution
1075. CVPR 2023Towards Unsupervised Object Detection From LiDAR Point Clouds
1076. CVPR 2023Tracking Multiple Deformable Objects in Egocentric Videos
1077. CVPR 2023TransFlow: Transformer As Flow Learner
1078. CVPR 2023Transforming Radiance Field With Lipschitz Network for Photorealistic 3D Scene Stylization
1079. CVPR 2023TriDet: Temporal Action Detection With Relative Boundary Modeling
1080. CVPR 2023TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization
1081. CVPR 2023TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation
1082. CVPR 2023Two-Shot Video Object Segmentation
1083. CVPR 2023Unbalanced Optimal Transport: A Unified Framework for Object Detection
1084. CVPR 2023Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection
1085. CVPR 2023Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection
1086. CVPR 2023Understanding the Robustness of 3D Object Detection With Bird's-Eye-View Representations in Autonomous Driving
1087. CVPR 2023Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection
1088. CVPR 2023UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View
1089. CVPR 2023Universal Instance Perception As Object Discovery and Retrieval
1090. CVPR 2023Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects
1091. CVPR 2023Unsupervised Object Localization: Observing the Background To Discover Objects
1092. CVPR 2023UTM: A Unified Multiple Object Tracking Model With Identity-Aware Feature Enhancement
1093. CVPR 2023Video Event Restoration Based on Keyframes for Video Anomaly Detection
1094. CVPR 2023Viewpoint Equivariance for Multi-View 3D Object Detection
1095. CVPR 2023ViPLO: Vision Transformer Based Pose-Conditioned Self-Loop Graph for Human-Object Interaction Detection
1096. CVPR 2023Virtual Sparse Convolution for Multimodal 3D Object Detection
1097. CVPR 2023Visibility Aware Human-Object Interaction Tracking From Single RGB Camera
1098. CVPR 2023Visual-Tactile Sensing for In-Hand Object Reconstruction
1099. CVPR 2023VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision
1100. CVPR 2023vMAP: Vectorised Object Mapping for Neural Field SLAM

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.