Object Detection papers, 2023–2026
Detection and localization
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 2,809 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 88 | 67 | 32 | 298 | 485 |
| 2024 | 667 | 78 | 55 | 272 | 1,072 |
| 2025 | 175 | 85 | 57 | 254 | 571 |
| 2026 | 179 | 95 | 121 | 286 | 681 |
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 57 of 57
- NeurIPS 2023Towards A Richer 2D Understanding of Hands at Scale
- NeurIPS 2023Towards Optimal Effective Resistance Estimation
- NeurIPS 2023Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection
- NeurIPS 2023Uni3DETR: Unified 3D Detection Transformer
- NeurIPS 2023Unleash the Potential of Image Branch for Cross-modal 3D Object Detection
- NeurIPS 2023Unsupervised Anomaly Detection with Rejection
- NeurIPS 2023VoxDet: Voxel Learning for Novel Instance Detection
- NeurIPS 2023VRA: Variational Rectified Activation for Out-of-distribution Detection
- NeurIPS 2023WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data
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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.