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

272 papers, page 5 of 6

201. CVPR 2024RCL: Reliable Continual Learning for Unified Failure Detection
202. CVPR 2024Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection
203. CVPR 2024RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection
204. CVPR 2024Referring Expression Counting
205. CVPR 2024Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector
206. CVPR 2024Relational Matching for Weakly Semi-Supervised Oriented Object Detection
207. CVPR 2024Resolution Limit of Single-Photon LiDAR
208. CVPR 2024Rethinking Boundary Discontinuity Problem for Oriented Object Detection
209. CVPR 2024Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection
210. CVPR 2024RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos
211. CVPR 2024RMem: Restricted Memory Banks Improve Video Object Segmentation
212. CVPR 2024SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection
213. CVPR 2024Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement
214. CVPR 2024SAM-6D: Segment Anything Model Meets Zero-Shot 6D Object Pose Estimation
215. CVPR 2024SANeRF-HQ: Segment Anything for NeRF in High Quality
216. CVPR 2024SAOR: Single-View Articulated Object Reconstruction
217. CVPR 2024Scene Adaptive Sparse Transformer for Event-based Object Detection
218. CVPR 2024Scene-adaptive and Region-aware Multi-modal Prompt for Open Vocabulary Object Detection
219. CVPR 2024SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection
220. CVPR 2024SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking
221. CVPR 2024SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects
222. CVPR 2024Segment Every Out-of-Distribution Object
223. CVPR 2024Selective Nonlinearities Removal from Digital Signals
224. CVPR 2024Self-Supervised Multi-Object Tracking with Path Consistency
225. CVPR 2024SeMoLi: What Moves Together Belongs Together
226. CVPR 2024SFOD: Spiking Fusion Object Detector
227. CVPR 2024SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
228. CVPR 2024SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
229. CVPR 2024Single-Model and Any-Modality for Video Object Tracking
230. CVPR 2024SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control
231. CVPR 2024SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation
232. CVPR 2024SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection
233. CVPR 2024Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection
234. CVPR 2024SportsHHI: A Dataset for Human-Human Interaction Detection in Sports Videos
235. CVPR 2024SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers
236. CVPR 2024Summarize the Past to Predict the Future: Natural Language Descriptions of Context Boost Multimodal Object Interaction Anticipation
237. CVPR 2024Supervised Anomaly Detection for Complex Industrial Images
238. CVPR 2024TACO: Benchmarking Generalizable Bimanual Tool-ACtion-Object Understanding
239. CVPR 2024Taming Self-Training for Open-Vocabulary Object Detection
240. CVPR 2024Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations
241. CVPR 2024Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection
242. CVPR 2024TE-TAD: Towards Full End-to-End Temporal Action Detection via Time-Aligned Coordinate Expression
243. CVPR 2024TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes
244. CVPR 2024Test-Time Linear Out-of-Distribution Detection
245. CVPR 2024Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation
246. CVPR 2024Text2Loc: 3D Point Cloud Localization from Natural Language
247. CVPR 2024The Devil is in the Fine-Grained Details: Evaluating Open-Vocabulary Object Detectors for Fine-Grained Understanding
248. CVPR 2024THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models
249. CVPR 2024Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts
250. CVPR 2024Towards Automatic Power Battery Detection: New Challenge Benchmark Dataset and Baseline

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.