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 7 of 14

301. ICLR 2026Complexity- and Statistics-Guided Anomaly Detection in Time Series Foundation Models
302. ICLR 2026Contamination Detection for VLMs Using Multi‑Modal Semantic Perturbations
303. ICLR 2026Contextual and Seasonal LSTMs for Time Series Anomaly Detection
304. ICLR 2026CORDS - Continuous Representations of Discrete Structures
305. ICLR 2026D&R: Recovery-based AI-Generated Text Detection via a Single Black-box LLM Call
306. ICLR 2026DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
307. ICLR 2026Detecting Data Contamination from Reinforcement Learning Post-training for Large Language Models
308. ICLR 2026Detection of unknown unknowns in autonomous systems
309. ICLR 2026DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
310. ICLR 2026DiffuDETR: Rethinking Detection Transformers with Diffusion Process
311. ICLR 2026DR-GGAD: Dual Residual Centering for Mitigating Anomaly Non‑Discriminativity in Generalist Graph Anomaly Detection
312. ICLR 2026DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning
313. ICLR 2026Dual Distillation for Few-Shot Anomaly Detection
314. ICLR 2026Dynamic Multi-sample Mixup with Gradient Exploration for Open-set Graph Anomaly Detection
315. ICLR 2026EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements
316. ICLR 2026EigenScore: OOD Detection using Posterior Covariance in Diffusion Models
317. ICLR 2026Enhancing Hallucination Detection through Noise Injection
318. ICLR 2026Enhancing Sparse Event Detection in Healthcare Time-Series via Adaptive Gate of Context–Detail Interaction
319. ICLR 2026Enhancing Vision Transformers for Object Detection via Context-Aware Token Selection and Packing
320. ICLR 2026Escaping the Homophily Trap: A Threshold-free Graph Outlier Detection Framework via Clustering-guided Edge Reweighting
321. ICLR 2026EVEREST: A Transformer for Probabilistic Rare-Event Anomaly Detection with Evidential and Tail-Aware Uncertainty
322. ICLR 2026FakeXplain: AI-Generated Image Detection via Human-Aligned Grounded Reasoning
323. ICLR 2026Fantastic Tractor-Dogs and How Not to Find Them With Open-Vocabulary Detectors
324. ICLR 2026First is Not Really Better Than Last: Evaluating Layer Choice and Aggregation Strategies in Language Model Data Influence Estimation
325. ICLR 2026Fisher-Rao Sensitivity for Out-of-Distribution Detection in Deep Neural Networks
326. ICLR 2026Fore-Mamba3D: Mamba-based Foreground-Enhanced Encoding for 3D Object Detection
327. ICLR 2026ForestPersons: A Large-Scale Dataset for Under-Canopy Missing Person Detection
328. ICLR 2026Free Point-wise Anomaly Detection via Fold-bifurcation
329. ICLR 2026From ``Sure" to ``Sorry": Detecting Jailbreak in Large Vision Language Model via JailNeurons
330. ICLR 2026From Vicious to Virtuous Cycles: Synergistic Representation Learning for Unsupervised Video Object-Centric Learning
331. ICLR 2026FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph Diffusion
332. ICLR 2026GOLDILOCS: GENERAL OBJECT-LEVEL DETECTION AND LABELING OF CHANGES IN SCENES
333. ICLR 2026GOT-Edit: Geometry-Aware Generic Object Tracking via Online Model Editing
334. ICLR 2026GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution Detection
335. ICLR 2026HARP: Hallucination Detection via Reasoning Subspace Projection
336. ICLR 2026Healthcare Insurance Fraud Detection via Continual Fiedler Vector Graph Model
337. ICLR 2026HLD: Approximate Hierarchical Linguistic Distribution Modeling for LLM-Generated Text Detection
338. ICLR 2026ICDiffAD: Implicit Conditioning Diffusion Model for Time Series Anomaly Detection
339. ICLR 2026Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment
340. ICLR 2026Inlier-Centric Post-Training Quantization for Object Detection Models
341. ICLR 2026Interference-Isolated Elastic Weight Consolidation and Knowledge Calibration for Incremental Object Detection
342. ICLR 2026Is it Thinking or Cheating? Detecting Implicit Reward Hacking by Measuring Reasoning Effort
343. ICLR 2026Learning From Dictionary: Enhancing Robustness of Machine-Generated Text Detection in Zero-Shot Language via Adversarial Training
344. ICLR 2026Learning Part-Aware Dense 3D Feature Field For Generalizable Articulated Object Manipulation
345. ICLR 2026LINK: Learning Instance-level Knowledge from Vision-Language Models for Human-Object Interaction Detection
346. ICLR 2026Low Rank Transformer for Multivariate Time Series Anomaly Detection and Localization
347. ICLR 2026Neural Message-Passing on Attention Graphs for Hallucination Detection
348. ICLR 2026Object Fidelity Diffusion for Remote Sensing Image Generation
349. ICLR 2026OD$^3$: Optimization-free Dataset Distillation for Object Detection
350. ICLR 2026Omni-IML: Towards Unified Interpretable Image Manipulation Localization

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.