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

85 papers, page 1 of 2

1. ICLR 20253D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
2. ICLR 2025A Statistical Approach for Controlled Training Data Detection
3. ICLR 2025AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning
4. ICLR 2025Advancing Out-of-Distribution Detection via Local Neuroplasticity
5. ICLR 2025Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation
6. ICLR 2025Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings
7. ICLR 2025Aligned Datasets Improve Detection of Latent Diffusion-Generated Images
8. ICLR 2025AnoLLM: Large Language Models for Tabular Anomaly Detection
9. ICLR 2025AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection
10. ICLR 2025Black-Box Detection of Language Model Watermarks
11. ICLR 2025Can LLMs Understand Time Series Anomalies?
12. ICLR 2025Can We Ignore Labels in Out of Distribution Detection?
13. ICLR 2025CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
14. ICLR 2025CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets
15. ICLR 2025Cyclic Contrastive Knowledge Transfer for Open-Vocabulary Object Detection
16. ICLR 2025D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement
17. ICLR 2025DECO: Unleashing the Potential of ConvNets for Query-based Detection and Segmentation
18. ICLR 2025Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs
19. ICLR 2025Deep Kernel Relative Test for Machine-generated Text Detection
20. ICLR 2025Dense Video Object Captioning from Disjoint Supervision
21. ICLR 2025DRL: Decomposed Representation Learning for Tabular Anomaly Detection
22. ICLR 2025Exact Community Recovery under Side Information: Optimality of Spectral Algorithms
23. ICLR 2025Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models
24. ICLR 2025FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models
25. ICLR 2025Fitting Networks with a Cancellation Trick
26. ICLR 2025Gaussian-Det: Learning Closed-Surface Gaussians for 3D Object Detection
27. ICLR 2025Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection
28. ICLR 2025GOLD: Graph Out-of-Distribution Detection via Implicit Adversarial Latent Generation
29. ICLR 2025GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision
30. ICLR 2025HaDeMiF: Hallucination Detection and Mitigation in Large Language Models
31. ICLR 2025High-dimension Prototype is a Better Incremental Object Detection Learner
32. ICLR 2025I Can Hear You: Selective Robust Training for Deepfake Audio Detection
33. ICLR 2025Image Watermarks are Removable using Controllable Regeneration from Clean Noise
34. ICLR 2025Image-level Memorization Detection via Inversion-based Inference Perturbation
35. ICLR 2025IMDPrompter: Adapting SAM to Image Manipulation Detection by Cross-View Automated Prompt Learning
36. ICLR 2025Infilling Score: A Pretraining Data Detection Algorithm for Large Language Models
37. ICLR 2025Input Space Mode Connectivity in Deep Neural Networks
38. ICLR 2025Intent3D: 3D Object Detection in RGB-D Scans Based on Human Intention
39. ICLR 2025Investigating Pattern Neurons in Urban Time Series Forecasting
40. ICLR 2025Kolmogorov-Arnold Transformer
41. ICLR 2025Learn hybrid prototypes for multivariate time series anomaly detection
42. ICLR 2025Learning 3D Perception from Others' Predictions
43. ICLR 2025Learning Shape-Independent Transformation via Spherical Representations for Category-Level Object Pose Estimation
44. ICLR 2025Learning Structured Universe Graph with Outlier OOD Detection for Partial Matching
45. ICLR 2025Local-Prompt: Extensible Local Prompts for Few-Shot Out-of-Distribution Detection
46. ICLR 2025LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
47. ICLR 2025MetaOOD: Automatic Selection of OOD Detection Models
48. ICLR 2025Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models
49. ICLR 2025MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection
50. ICLR 2025MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs

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.