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 22 of 57

1051. ICML 2025More Than Meets the Eye: Enhancing Multi-Object Tracking Even with Prolonged Occlusions
1052. ICML 2025Not All Tokens Matter All The Time: Dynamic Token Aggregation Towards Efficient Detection Transformers
1053. ICML 2025Online Detection of LLM-Generated Texts via Sequential Hypothesis Testing by Betting
1054. ICML 2025Open-Det: An Efficient Learning Framework for Open-Ended Detection
1055. ICML 2025Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models
1056. ICML 2025Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
1057. ICML 2025Outlier Gradient Analysis: Efficiently Identifying Detrimental Training Samples for Deep Learning Models
1058. ICML 2025OW-VAP: Visual Attribute Parsing for Open World Object Detection
1059. ICML 2025PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals
1060. ICML 2025PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning
1061. ICML 2025Position: Supervised Classifiers Answer the Wrong Questions for OOD Detection
1062. ICML 2025QUTE: Quantifying Uncertainty in TinyML models with Early-exit-assisted ensembles for model-monitoring
1063. ICML 2025Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model
1064. ICML 2025Robust Conformal Outlier Detection under Contaminated Reference Data
1065. ICML 2025RUN: Reversible Unfolding Network for Concealed Object Segmentation
1066. ICML 2025Sample Complexity of Correlation Detection in the Gaussian Wigner Model
1067. ICML 2025Self-Discriminative Modeling for Anomalous Graph Detection
1068. ICML 2025Self-Supervised Learning of Intertwined Content and Positional Features for Object Detection
1069. ICML 2025SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels
1070. ICML 2025Splitting & Integrating: Out-of-Distribution Detection via Adversarial Gradient Attribution
1071. ICML 2025Statistical Test for Feature Selection Pipelines by Selective Inference
1072. ICML 2025Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection
1073. ICML 2025Steer LLM Latents for Hallucination Detection
1074. ICML 2025Strengthen Out-of-Distribution Detection Capability with Progressive Self-Knowledge Distillation
1075. ICML 2025Towards a Unified Framework of Clustering-based Anomaly Detection
1076. ICML 2025Unlocking the Capabilities of Large Vision-Language Models for Generalizable and Explainable Deepfake Detection
1077. ICML 2025Weakly Supervised Anomaly Detection via Dual-Tailed Kernel
1078. NeurIPS 2025$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
1079. NeurIPS 2025$\mathcal{X}^2$-DFD: A framework for e$\mathcal{X}$plainable and e$\mathcal{X}$tendable Deepfake Detection
1080. NeurIPS 2025A Multimodal Benchmark for Framing of Oil & Gas Advertising and Potential Greenwashing Detection
1081. NeurIPS 2025AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
1082. NeurIPS 2025ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representation Pretraining
1083. NeurIPS 2025Advancing Machine-Generated Text Detection from an Easy to Hard Supervision Perspective
1084. NeurIPS 2025Aha! - Predicting What Matters Next: Online Highlight Detection Without Looking Ahead
1085. NeurIPS 2025AI-Generated Video Detection via Perceptual Straightening
1086. NeurIPS 2025Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection
1087. NeurIPS 2025An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination
1088. NeurIPS 2025An Information-theoretical Framework for Understanding Out-of-distribution Detection with Pretrained Vision-Language Models
1089. NeurIPS 2025Anatomically inspired digital twins capture hierarchical object representations in visual cortex
1090. NeurIPS 2025Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres
1091. NeurIPS 2025Association-Focused Path Aggregation for Graph Fraud Detection
1092. NeurIPS 2025Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent
1093. NeurIPS 2025Beyond Token Probes: Hallucination Detection via Activation Tensors with ACT-ViT
1094. NeurIPS 2025Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection
1095. NeurIPS 2025CamSAM2: Segment Anything Accurately in Camouflaged Videos
1096. NeurIPS 2025CLEAR: Command Level Annotated Dataset for Ransomware Detection
1097. NeurIPS 2025Clustering via Hedonic Games: New Concepts and Algorithms
1098. NeurIPS 2025CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection
1099. NeurIPS 2025CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling
1100. NeurIPS 2025CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item 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.