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 6 of 6

251. CVPR 2026TGTrack Temporal Generative Learning for Unified Single Object Tracking
252. CVPR 2026The Invisible Gorilla Effect in Out-of-distribution Detection
253. CVPR 2026Thermal-Det Language-Guided Cross-Modal Distillation for Open-Vocabulary Thermal Object Detection
254. CVPR 2026TouchDream 3D Object Completion through Imagined Touch
255. CVPR 2026Toward Generalizable Whole Brain Representations with High-Resolution Light-Sheet Data
256. CVPR 2026Towards an Incremental Unified Multimodal Anomaly Detection Augmenting Multimodal Denoising
257. CVPR 2026Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning
258. CVPR 2026Towards Intrinsic-Aware Monocular 3D Object Detection
259. CVPR 2026Towards Persistence Learning Topological Constraints for Event-based Small Object Detection
260. CVPR 2026Towards Stable Self-Supervised Object Representations in Unconstrained Egocentric Video
261. CVPR 2026Towards Stealthy and Effective Backdoor Attacks on Lane Detection A
262. CVPR 2026Training-free Detection of Generated Videos via Spatial-Temporal Likelihoods
263. CVPR 2026Tri-Modal Fusion Transformers for UAV-based Object Detection
264. CVPR 2026TriDF Evaluating Perception Detection and Hallucination for Interpretable DeepFake Detection
265. CVPR 2026TriLite Efficient Weakly Supervised Object Localization with Universal Visual Features
266. CVPR 2026Tutor-Student Reinforcement Learning A Dynamic Curriculum for Robust Deepfake Detection
267. CVPR 2026TVHighlights LLM-Guided Human-Free Collaborative Training for Video Highlight Detection in
268. CVPR 2026UETrack A Unified and Efficient Framework for Single Object Tracking
269. CVPR 2026Uncertainty-Aware Modality Fusion for Unaligned RGB-T Salient Object Detection
270. CVPR 2026UNI-OOD Unified Object- and Image-level Out-of-Distribution Detection via Cross-Context Attentive
271. CVPR 2026UniChange Unifying Change Detection with Multimodal Large Language Model
272. CVPR 2026UniMMAD Unified Multi-Modal and Multi-Class Anomaly Detection via MoE-Driven Feature
273. CVPR 2026UniPR Unified Object-level Real-to-Sim Perception and Reconstruction from a Single
274. CVPR 2026Unleashing the Power of Chain-of-Prediction for Monocular 3D Object Detection
275. CVPR 2026V2-SAM Marrying SAM2 with Multi-Prompt Experts for Cross-View Object Correspondence
276. CVPR 2026Visual Grounding for Object Questions
277. CVPR 2026Visual Prototype Conditioned Focal Region Generation for UAV-Based Object Detection
278. CVPR 2026ViTPrompt Training-Free Prompt Refinement with Visual Tokens for Open-Vocabulary Detection
279. CVPR 2026Wavelet-Driven 3D Anomaly Detection under Pose-Agnostic and Sparse-View
280. CVPR 2026Weakly Supervised Video Anomaly Detection with Anomaly-Connected Components and Intention
281. CVPR 2026WeDetect Fast Open-Vocabulary Object Detection as Retrieval
282. CVPR 2026YOLO-Master MOE-Accelerated with Specialized Transformers for Enhanced Real-time Detection
283. CVPR 2026YOLO-ULM Ultra-Lightweight Models for Real-Time Object Detection
284. CVPR 2026Your One-Stop Solution for AI-Generated Video Detection
285. CVPR 2026ZINA Multimodal Fine-grained Hallucination Detection and Editing
286. CVPR 2026Zoo3D Zero-Shot 3D Object Detection at Scene Level

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.