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

485 papers, page 5 of 10

201. CVPR 2023OpenMix: Exploring Outlier Samples for Misclassification Detection
202. CVPR 2023Optimal Proposal Learning for Deployable End-to-End Pedestrian Detection
203. CVPR 2023OReX: Object Reconstruction From Planar Cross-Sections Using Neural Fields
204. CVPR 2023OvarNet: Towards Open-Vocabulary Object Attribute Recognition
205. CVPR 2023Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection
206. CVPR 2023PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point Clouds
207. CVPR 2023PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection
208. CVPR 2023Pixels, Regions, and Objects: Multiple Enhancement for Salient Object Detection
209. CVPR 2023PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection
210. CVPR 2023Pointersect: Neural Rendering With Cloud-Ray Intersection
211. CVPR 2023Post-Processing Temporal Action Detection
212. CVPR 2023PROB: Probabilistic Objectness for Open World Object Detection
213. CVPR 2023Prototypical Residual Networks for Anomaly Detection and Localization
214. CVPR 2023PVT-SSD: Single-Stage 3D Object Detector With Point-Voxel Transformer
215. CVPR 2023PyramidFlow: High-Resolution Defect Contrastive Localization Using Pyramid Normalizing Flow
216. CVPR 2023Q-DETR: An Efficient Low-Bit Quantized Detection Transformer
217. CVPR 2023Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
218. CVPR 2023Real-Time Multi-Person Eyeblink Detection in the Wild for Untrimmed Video
219. CVPR 2023RealFusion: 360deg Reconstruction of Any Object From a Single Image
220. CVPR 2023Recurrence Without Recurrence: Stable Video Landmark Detection With Deep Equilibrium Models
221. CVPR 2023Recurrent Vision Transformers for Object Detection With Event Cameras
222. CVPR 2023Referring Multi-Object Tracking
223. CVPR 2023Region-Aware Pretraining for Open-Vocabulary Object Detection With Vision Transformers
224. CVPR 2023Relational Context Learning for Human-Object Interaction Detection
225. CVPR 2023Representation Learning for Visual Object Tracking by Masked Appearance Transfer
226. CVPR 2023Rethinking Out-of-Distribution (OOD) Detection: Masked Image Modeling Is All You Need
227. CVPR 2023Revisiting Reverse Distillation for Anomaly Detection
228. CVPR 2023Rigidity-Aware Detection for 6D Object Pose Estimation
229. CVPR 2023ScaleDet: A Scalable Multi-Dataset Object Detector
230. CVPR 2023ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector
231. CVPR 2023SCOTCH and SODA: A Transformer Video Shadow Detection Framework
232. CVPR 2023Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container
233. CVPR 2023Semi-DETR: Semi-Supervised Object Detection With Detection Transformers
234. CVPR 2023Semi-Supervised Stereo-Based 3D Object Detection via Cross-View Consensus
235. CVPR 2023Semi-Weakly Supervised Object Kinematic Motion Prediction
236. CVPR 2023SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
237. CVPR 2023SFD2: Semantic-Guided Feature Detection and Description
238. CVPR 2023Shape-Constraint Recurrent Flow for 6D Object Pose Estimation
239. CVPR 2023Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning
240. CVPR 2023Siamese DETR
241. CVPR 2023SIEDOB: Semantic Image Editing by Disentangling Object and Background
242. CVPR 2023Simple Cues Lead to a Strong Multi-Object Tracker
243. CVPR 2023SimpleNet: A Simple Network for Image Anomaly Detection and Localization
244. CVPR 2023SimpSON: Simplifying Photo Cleanup With Single-Click Distracting Object Segmentation Network
245. CVPR 2023SmartBrush: Text and Shape Guided Object Inpainting With Diffusion Model
246. CVPR 2023SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation
247. CVPR 2023SOOD: Towards Semi-Supervised Oriented Object Detection
248. CVPR 2023SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection
249. CVPR 2023Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking
250. CVPR 2023STAR Loss: Reducing Semantic Ambiguity in Facial Landmark 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.