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

286 papers, page 1 of 6

1. CVPR 20263D-Object Perception Transformer 3PT
2. CVPR 20264DSurf High-Fidelity Dynamic Scene Surface Reconstruction
3. CVPR 2026A Closer Look at Cross-Domain Few-Shot Object Detection Fine-Tuning Matters
4. CVPR 2026A Debiased Reconstruction-based Framework for Training-Free Detection of AI-Generated Images
5. CVPR 2026A Difference-in-Difference Approach to Detecting AI-Generated Images
6. CVPR 2026A Sanity Check for Multi-In-Domain Face Forgery Detection in the
7. CVPR 2026A Semantically Disentangled Unified Model for Multi-category 3D Anomaly Detection
8. CVPR 2026Activation Matters Test-time Activated Negative Labels for OOD Detection with
9. CVPR 2026Adaptive Confidence Regularization for Multimodal Failure Detection
10. CVPR 2026Adaptive Spatial-Temporal Window Unlocking the Potential of Event Cameras in
11. CVPR 2026AffordGen Generating Diverse Demonstrations for Generalizable Object Manipulation with Affordance
12. CVPR 2026AgentDet A Shared-Blackboard Multi-Agent Framework for Zero-Few-Shot Object Detection
13. CVPR 2026AKCMamba-YOLO Selective State Space Models For Real-Time Object Detection
14. CVPR 2026All in One Unifying Deepfake Detection Tampering Localization and Source
15. CVPR 2026An Efficient Token Compression Framework for Visual Object Tracking
16. CVPR 2026Anomaly-Related Residual Fields for Cross-domain Anomaly Detection
17. CVPR 2026AntiStyler Defending Object Detection Models Against Adversarial Patch Attacks Using
18. CVPR 2026ANTS Adaptive Negative Textual Space Shaping for OOD Detection via
19. CVPR 2026APEX A Decoupled Memory-based Explorer for Asynchronous Aerial Object Goal
20. CVPR 2026ArchSym Detecting 3D-Grounded Architectural Symmetries in the Wild
21. CVPR 2026ArtHOI Taming Foundation Models for Monocular 4D Reconstruction of Hand-Articulated-Object
22. CVPR 2026AXG-Reasoner Error Detection and Explanation in Long Task Videos with
23. CVPR 2026Balanced Hierarchical Contrastive Learning with Decoupled Queries for Fine-grained Object
24. CVPR 2026BDNetBio-Inspired Dual-Backbone Small Object Detection Network
25. CVPR 2026BEA-GS BEyond RAdiance Supervision in 3DGS for Precise Object Extraction
26. CVPR 2026BEV-SLD Self-Supervised Scene Landmark Detection for Global Localization with LiDAR
27. CVPR 2026Beyond Appearance Camouflaged Object Detection via Geometric Structure
28. CVPR 2026Beyond Explicit Language Plug-and-Play Visual-to-Linguistic Modeling Toward General Object Tracking
29. CVPR 2026Beyond Prompt Degradation Prototype-guided Dual-pool Prompting for Incremental Object Detection
30. CVPR 2026Beyond Reassembly Fractured Object Recovery with Missing Parts
31. CVPR 2026Beyond the Global Scores Fine-Grained Token Grounding as a Robust
32. CVPR 2026Black-Box Domain Adaptation for Object Detection with Retention-Driven Knowledge Compression
33. CVPR 2026Boosting Quantitive and Spatial Awareness for Zero-Shot Object Counting
34. CVPR 2026Boosting Vision-Language Models Towards Cross-Domain Incremental Object Detection
35. CVPR 2026BOP-ASK Object-Interaction Reasoning for Vision-Language Models
36. CVPR 2026Breaking Smooth-Motion Assumptions A UAV Benchmark for Multi-Object Tracking in
37. CVPR 2026Breaking Spurious Correlations Uncertainty-Driven Causal Transformers for AU Detection
38. CVPR 2026Bulk RNA-seq Guided Multi-modal Detection of Anomalous Regions in Human
39. CVPR 2026BUSSARD Normalizing Flows for Bijective Universal Scene-Specific Anomalous Relationship Detection
40. CVPR 2026Bypassing the Transport Plan Dynamic Reweighting for Out-of-Distribution Detection with
41. CVPR 2026CARI4D Category Agnostic 4D Reconstruction of Human-Object Interaction
42. CVPR 2026CCF Complementary Collaborative Fusion for Domain Generalized Multi-Modal 3D Object
43. CVPR 2026Chain-of-Thought Guided Multi-Modal Object Re-Identification
44. CVPR 2026Clay-to-Stone Phase-wise 3D Gaussian Splatting for Monocular Articulated Hand-Object Manipulation
45. CVPR 2026CoCoVideo The High-Quality Commercial-Model-Based Contrastive Benchmark for AI-Generated Video Detection
46. CVPR 2026COG Confidence-aware Optimal Geometric Correspondence for Unsupervised Single-reference Novel Object
47. CVPR 2026CoIn3D Revisiting Configuration-Invariant Multi-Camera 3D Object Detection
48. CVPR 2026Complementary Prototype Mapping for Efficient Multimodal Anomaly Detection
49. CVPR 2026ComPose A Unified Completion-Pose Framework for Robust Category-Level Object Pose
50. CVPR 2026Computational Speckle Pattern Interferometry

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.