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

681 papers, page 8 of 14

351. ICLR 2026OmniSTVG: Toward Spatio-Temporal Omni-Object Video Grounding
352. ICLR 2026On The Fragility of Benchmark Contamination Detection in Reasoning Models
353. ICLR 2026OrthoRF: Exploring Orthogonality in Object-Centric Representations
354. ICLR 2026OWLEYE: ZERO-SHOT LEARNER FOR CROSSDOMAIN GRAPH DATA ANOMALY DETECTION
355. ICLR 2026PaAno: Patch-Based Representation Learning for Time-Series Anomaly Detection
356. ICLR 2026PGRF-Net: A Prototype-Guided Relational Fusion Network for Diagnostic Multivariate Time-Series Anomaly Detection
357. ICLR 2026PIRN: Prototypical-based Intra-modal Reconstruction with Normality Communication for Multi-modal Anomaly Detection.
358. ICLR 2026Point2RBox-v3: Self-Bootstrapping from Point Annotations via Integrated Pseudo-Label Refinement and Utilization
359. ICLR 2026PTNET: A PROPOSAL-CENTRIC TRANSFORMER NET- WORK FOR 3D OBJECT DETECTION
360. ICLR 2026ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection
361. ICLR 2026Retain and Adapt: Auto-Balanced Model Editing for Open-Vocabulary Object Detection under Domain Shifts
362. ICLR 2026Revisiting Confidence Calibration for Misclassification Detection in VLMs
363. ICLR 2026RF-DETR: Neural Architecture Search for Real-Time Detection Transformers
364. ICLR 2026Robust Adversarial Quantification via Conflict-Aware Evidential Deep Learning
365. ICLR 2026S3OD: Towards Generalizable Salient Object Detection with Synthetic Data
366. ICLR 2026Self-Guided Low Light Object Detection Framework
367. ICLR 2026SelvaBox: A high‑resolution dataset for tropical tree crown detection
368. ICLR 2026Spilled Energy in Large Language Models
369. ICLR 2026SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection
370. ICLR 2026Topological Anomaly Quantification for Semi-supervised Graph Anomaly Detection
371. ICLR 2026Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection
372. ICLR 2026Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object Detection
373. ICLR 2026TRACEDET: HALLUCINATION DETECTION FROM THE DECODING TRACE OF DIFFUSION LARGE LANGUAGE MODELS
374. ICLR 2026Trust The Typical
375. ICLR 2026Uncertainty Estimation via Hyperspherical Confidence Mapping
376. ICLR 2026UniOD: A Universal Model for Outlier Detection across Diverse Domains
377. ICLR 2026UniTrack: Differentiable Graph Representation Learning for Multi-Object Tracking
378. ICLR 2026Unveiling Perceptual Artifacts: A Fine-Grained Benchmark for Interpretable AI-Generated Image Detection
379. ICLR 2026VeriTrail: Closed-Domain Hallucination Detection with Traceability
380. ICLR 2026What "Not" to Detect: Negation-Aware VLMs via Structured Reasoning and Token Merging
381. ICLR 2026When Foundation Models are One-Liners: Limitations and Future Directions for Time Series Anomaly Detection
382. ICML 2026$f$-Divergence Self-Play for Tabular Anomaly Detection via Large Language Models
383. ICML 20263D MeanFlow: One-Step Point Cloud Completion and Generation via Average-Velocity Transport
384. ICML 20263D-DLP: Self-supervised 3D Object-centric Scene Representation Learning
385. ICML 2026A Geometry-Based View of Mahalanobis OOD Detection
386. ICML 2026Active Continual Learning with Metaplastic Binary Bayesian Neural Networks
387. ICML 2026AdaEraser: Training-Free Object Removal via Adaptive Attention Suppression
388. ICML 2026AdaSCALE: Adaptive Scaling for OOD Detection
389. ICML 2026ADHD Disease Detection Based on Short- and Long-Term Brain Function Encoding and Memory Graph Network
390. ICML 2026Agora: Toward Autonomous Bug Detection in Production-Level Consensus Protocols with LLM Agents
391. ICML 2026An In-Depth Study on Deep Learning Model Cloning
392. ICML 2026Are Object-Centric Representations Better at Compositional Generalization?
393. ICML 2026Automatic Layer Selection for Hallucination Detection
394. ICML 2026Automatic Unsupervised Ensemble Outlier Model Selection
395. ICML 2026Bayesian model selection and misspecification testing in imaging inverse problems only from noisy and partial measurements
396. ICML 2026Beyond Detection: A Structure-Aware Framework for Scene Text Tracking
397. ICML 2026Beyond Euclidean Summaries: Online Change Point Detection for Distribution-Valued Data
398. ICML 2026Bio-Vision-Inspired Spiking Neural Networks for Object Detection with Event Cameras
399. ICML 2026Black-Box Detection of LLM-Generated Text Using Generalized Jensen Shannon Divergence
400. ICML 2026BPL: Generalizable Deepfake Detection via Bias-only Pair-aware Learning

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.