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

2,809 papers, page 21 of 57

1001. ICLR 2025Reveal Object in Lensless Photography via Region Gaze and Amplification
1002. ICLR 2025RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection
1003. ICLR 2025SAGEPhos: Sage Bio-Coupled and Augmented Fusion for Phosphorylation Site Detection
1004. ICLR 2025Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
1005. ICLR 2025Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
1006. ICLR 2025SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels
1007. ICLR 2025Spreading Out-of-Distribution Detection on Graphs
1008. ICLR 2025State Space Model Meets Transformer: A New Paradigm for 3D Object Detection
1009. ICLR 2025TDDBench: A Benchmark for Training data detection
1010. ICLR 2025The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
1011. ICLR 2025The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise
1012. ICLR 2025The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions
1013. ICLR 2025TimeInf: Time Series Data Contribution via Influence Functions
1014. ICLR 2025Tracking objects that change in appearance with phase synchrony
1015. ICLR 2025Training-free LLM-generated Text Detection by Mining Token Probability Sequences
1016. ICLR 2025Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models
1017. ICLR 2025Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection
1018. ICLR 2025Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark
1019. ICLR 2025Union-over-Intersections: Object Detection beyond Winner-Takes-All
1020. ICLR 2025YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary
1021. ICML 2025A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection
1022. ICML 2025A Online Statistical Framework for Out-of-Distribution Detection
1023. ICML 2025A Tale of Two Structures: Do LLMs Capture the Fractal Complexity of Language?
1024. ICML 2025A Variational Information Theoretic Approach to Out-of-Distribution Detection
1025. ICML 2025Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection
1026. ICML 2025Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
1027. ICML 2025Conformal Anomaly Detection in Event Sequences
1028. ICML 2025Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
1029. ICML 2025Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning
1030. ICML 2025CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
1031. ICML 2025CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection
1032. ICML 2025Demeaned Sparse: Efficient Anomaly Detection by Residual Estimate
1033. ICML 2025Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector
1034. ICML 2025FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees
1035. ICML 2025Feature Shift Localization Network
1036. ICML 2025Few-Shot Learner Generalizes Across AI-Generated Image Detection
1037. ICML 2025Fluctuations of the largest eigenvalues of transformed spiked Wigner matrices
1038. ICML 2025Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning
1039. ICML 2025Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
1040. ICML 2025Identifiable Object Representations under Spatial Ambiguities
1041. ICML 2025iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection
1042. ICML 2025Improving Out-of-Distribution Detection via Dynamic Covariance Calibration
1043. ICML 2025KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks
1044. ICML 2025Learning Changes in Graphon Attachment Network Models
1045. ICML 2025Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection
1046. ICML 2025LEMoN: Label Error Detection using Multimodal Neighbors
1047. ICML 2025Leveraging Diffusion Model as Pseudo-Anomalous Graph Generator for Graph-Level Anomaly Detection
1048. ICML 2025LLMScan: Causal Scan for LLM Misbehavior Detection
1049. ICML 2025LOCATE 3D: Real-World Object Localization via Self-Supervised Learning in 3D
1050. ICML 2025Mahalanobis++: Improving OOD Detection via Feature Normalization

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.