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

571 papers, page 7 of 12

301. ICLR 2025MetaOOD: Automatic Selection of OOD Detection Models
302. ICLR 2025Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models
303. ICLR 2025MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection
304. ICLR 2025MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs
305. ICLR 2025MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection
306. ICLR 2025Multi-Perspective Data Augmentation for Few-shot Object Detection
307. ICLR 2025Multi-Scale Fusion for Object Representation
308. ICLR 2025Neural Phylogeny: Fine-Tuning Relationship Detection among Neural Networks
309. ICLR 2025Object-Centric Pretraining via Target Encoder Bootstrapping
310. ICLR 2025On the Transfer of Object-Centric Representation Learning
311. ICLR 2025Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection
312. ICLR 2025PaLD: Detection of Text Partially Written by Large Language Models
313. ICLR 2025PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection
314. ICLR 2025Provably Safeguarding a Classifier from OOD and Adversarial Samples
315. ICLR 2025PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection
316. ICLR 2025Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount
317. ICLR 2025Pursuing Feature Separation based on Neural Collapse for Out-of-Distribution Detection
318. ICLR 2025R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection
319. ICLR 2025Re-Aligning Language to Visual Objects with an Agentic Workflow
320. ICLR 2025Reveal Object in Lensless Photography via Region Gaze and Amplification
321. ICLR 2025RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection
322. ICLR 2025SAGEPhos: Sage Bio-Coupled and Augmented Fusion for Phosphorylation Site Detection
323. ICLR 2025Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking
324. ICLR 2025Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
325. ICLR 2025SpaceGNN: Multi-Space Graph Neural Network for Node Anomaly Detection with Extremely Limited Labels
326. ICLR 2025Spreading Out-of-Distribution Detection on Graphs
327. ICLR 2025State Space Model Meets Transformer: A New Paradigm for 3D Object Detection
328. ICLR 2025TDDBench: A Benchmark for Training data detection
329. ICLR 2025The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG
330. ICLR 2025The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise
331. ICLR 2025The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions
332. ICLR 2025TimeInf: Time Series Data Contribution via Influence Functions
333. ICLR 2025Tracking objects that change in appearance with phase synchrony
334. ICLR 2025Training-free LLM-generated Text Detection by Mining Token Probability Sequences
335. ICLR 2025Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models
336. ICLR 2025Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection
337. ICLR 2025Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark
338. ICLR 2025Union-over-Intersections: Object Detection beyond Winner-Takes-All
339. ICLR 2025YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary
340. ICML 2025A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection
341. ICML 2025A Online Statistical Framework for Out-of-Distribution Detection
342. ICML 2025A Tale of Two Structures: Do LLMs Capture the Fractal Complexity of Language?
343. ICML 2025A Variational Information Theoretic Approach to Out-of-Distribution Detection
344. ICML 2025Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection
345. ICML 2025Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
346. ICML 2025Conformal Anomaly Detection in Event Sequences
347. ICML 2025Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
348. ICML 2025Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning
349. ICML 2025CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
350. ICML 2025CurvGAD: Leveraging Curvature for Enhanced Graph 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.