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

298 papers, page 6 of 6

251. CVPR 2023STDLens: Model Hijacking-Resilient Federated Learning for Object Detection
252. CVPR 2023T-SEA: Transfer-Based Self-Ensemble Attack on Object Detection
253. CVPR 2023Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection
254. CVPR 2023TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation
255. CVPR 2023Texture-Guided Saliency Distilling for Unsupervised Salient Object Detection
256. CVPR 2023The Differentiable Lens: Compound Lens Search Over Glass Surfaces and Materials for Object Detection
257. CVPR 2023TopNet: Transformer-Based Object Placement Network for Image Compositing
258. CVPR 2023Toward RAW Object Detection: A New Benchmark and a New Model
259. CVPR 2023Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration
260. CVPR 2023Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View
261. CVPR 2023Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors
262. CVPR 2023Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution
263. CVPR 2023Towards Unsupervised Object Detection From LiDAR Point Clouds
264. CVPR 2023Tracking Multiple Deformable Objects in Egocentric Videos
265. CVPR 2023TransFlow: Transformer As Flow Learner
266. CVPR 2023Transforming Radiance Field With Lipschitz Network for Photorealistic 3D Scene Stylization
267. CVPR 2023TriDet: Temporal Action Detection With Relative Boundary Modeling
268. CVPR 2023TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization
269. CVPR 2023TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation
270. CVPR 2023Two-Shot Video Object Segmentation
271. CVPR 2023Unbalanced Optimal Transport: A Unified Framework for Object Detection
272. CVPR 2023Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection
273. CVPR 2023Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection
274. CVPR 2023Understanding the Robustness of 3D Object Detection With Bird's-Eye-View Representations in Autonomous Driving
275. CVPR 2023Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection
276. CVPR 2023UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View
277. CVPR 2023Universal Instance Perception As Object Discovery and Retrieval
278. CVPR 2023Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects
279. CVPR 2023Unsupervised Object Localization: Observing the Background To Discover Objects
280. CVPR 2023UTM: A Unified Multiple Object Tracking Model With Identity-Aware Feature Enhancement
281. CVPR 2023Video Event Restoration Based on Keyframes for Video Anomaly Detection
282. CVPR 2023Viewpoint Equivariance for Multi-View 3D Object Detection
283. CVPR 2023ViPLO: Vision Transformer Based Pose-Conditioned Self-Loop Graph for Human-Object Interaction Detection
284. CVPR 2023Virtual Sparse Convolution for Multimodal 3D Object Detection
285. CVPR 2023Visibility Aware Human-Object Interaction Tracking From Single RGB Camera
286. CVPR 2023Visual-Tactile Sensing for In-Hand Object Reconstruction
287. CVPR 2023VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision
288. CVPR 2023vMAP: Vectorised Object Mapping for Neural Field SLAM
289. CVPR 2023VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking
290. CVPR 2023Weak-Shot Object Detection Through Mutual Knowledge Transfer
291. CVPR 2023Weakly Supervised Monocular 3D Object Detection Using Multi-View Projection and Direction Consistency
292. CVPR 2023Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Erasing Network
293. CVPR 2023What Can Human Sketches Do for Object Detection?
294. CVPR 2023What Happened 3 Seconds Ago? Inferring the Past With Thermal Imaging
295. CVPR 2023Where Is My Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization
296. CVPR 2023X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection
297. CVPR 2023YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors
298. CVPR 2023Zero-Shot Object Counting

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.