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

254 papers, page 1 of 6

1. CVPR 2025A Distractor-Aware Memory for Visual Object Tracking with SAM2
2. CVPR 2025A Unified Latent Schrodinger Bridge Diffusion Model for Unsupervised Anomaly Detection and Localization
3. CVPR 2025AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP
4. CVPR 2025ADU: Adaptive Detection of Unknown Categories in Black-Box Domain Adaptation
5. CVPR 2025AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation
6. CVPR 2025An Image-like Diffusion Method for Human-Object Interaction Detection
7. CVPR 2025Anomize: Better Open Vocabulary Video Anomaly Detection
8. CVPR 2025Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception
9. CVPR 2025Any-Resolution AI-Generated Image Detection by Spectral Learning
10. CVPR 2025Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection
11. CVPR 2025Be More Specific: Evaluating Object-centric Realism in Synthetic Images
12. CVPR 2025Believing is Seeing: Unobserved Object Detection using Generative Models
13. CVPR 2025Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery
14. CVPR 2025Beyond Clean Training Data: A Versatile and Model-Agnostic Framework for Out-of-Distribution Detection with Contaminated Training Data
15. CVPR 2025Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization
16. CVPR 2025Blurry-Edges: Photon-Limited Depth Estimation from Defocused Boundaries
17. CVPR 2025BOOTPLACE: Bootstrapped Object Placement with Detection Transformers
18. CVPR 2025Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection
19. CVPR 2025CADDreamer: CAD Object Generation from Single-view Images
20. CVPR 2025CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging
21. CVPR 2025CaMuViD: Calibration-Free Multi-View Detection
22. CVPR 2025Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices
23. CVPR 2025Category-Agnostic Neural Object Rigging
24. CVPR 2025Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective
25. CVPR 2025Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers
26. CVPR 2025ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models
27. CVPR 2025CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation
28. CVPR 2025Co-op: Correspondence-based Novel Object Pose Estimation
29. CVPR 2025COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian Splitting
30. CVPR 2025Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection
31. CVPR 2025Compositional Caching for Training-free Open-vocabulary Attribute Detection
32. CVPR 2025Concept Replacer: Replacing Sensitive Concepts in Diffusion Models via Precision Localization
33. CVPR 2025Context-Enhanced Memory-Refined Transformer for Online Action Detection
34. CVPR 2025CorrBEV: Multi-View 3D Object Detection by Correlation Learning with Multi-modal Prototypes
35. CVPR 2025Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection
36. CVPR 2025COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts
37. CVPR 2025CRISP: Object Pose and Shape Estimation with Test-Time Adaptation
38. CVPR 2025Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion
39. CVPR 2025CrossOver: 3D Scene Cross-Modal Alignment
40. CVPR 2025CTRL-O: Language-Controllable Object-Centric Visual Representation Learning
41. CVPR 2025Cubify Anything: Scaling Indoor 3D Object Detection
42. CVPR 2025D^3: Scaling Up Deepfake Detection by Learning from Discrepancy
43. CVPR 2025DecoupledGaussian: Object-Scene Decoupling for Physics-Based Interaction
44. CVPR 2025Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection
45. CVPR 2025Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target Detection
46. CVPR 2025Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens
47. CVPR 2025DFM: Differentiable Feature Matching for Anomaly Detection
48. CVPR 2025DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer
49. CVPR 2025Digital Twin Catalog: A Large-Scale Photorealistic 3D Object Digital Twin Dataset
50. CVPR 2025Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection

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.