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

571 papers, page 5 of 12

201. CVPR 2025SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE
202. CVPR 2025ScaleLSD: Scalable Deep Line Segment Detection Streamlined
203. CVPR 2025SCFlow2: Plug-and-Play Object Pose Refiner with Shape-Constraint Scene Flow
204. CVPR 2025SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models
205. CVPR 2025Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval
206. CVPR 2025Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis
207. CVPR 2025Seeing is Not Believing: Adversarial Natural Object Optimization for Hard-Label 3D Scene Attacks
208. CVPR 2025SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection
209. CVPR 2025SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations
210. CVPR 2025Semantic and Sequential Alignment for Referring Video Object Segmentation
211. CVPR 2025SET: Spectral Enhancement for Tiny Object Detection
212. CVPR 2025SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection
213. CVPR 2025Shift the Lens: Environment-Aware Unsupervised Camouflaged Object Detection
214. CVPR 2025SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
215. CVPR 2025SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection
216. CVPR 2025Simplification Is All You Need against Out-of-Distribution Overconfidence
217. CVPR 2025Solving Instance Detection from an Open-World Perspective
218. CVPR 2025SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic Prompts
219. CVPR 2025SparseAlign: a Fully Sparse Framework for Cooperative Object Detection
220. CVPR 2025Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
221. CVPR 2025Structure from Collision
222. CVPR 2025Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection
223. CVPR 2025Style-Editor: Text-driven Object-centric Style Editing
224. CVPR 2025Supervising Sound Localization by In-the-wild Egomotion
225. CVPR 2025TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection
226. CVPR 2025TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation
227. CVPR 2025Temporal Action Detection Model Compression by Progressive Block Drop
228. CVPR 2025Temporally Consistent Object-Centric Learning by Contrasting Slots
229. CVPR 2025Test-Time Backdoor Detection for Object Detection Models
230. CVPR 2025The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf
231. CVPR 2025Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency
232. CVPR 2025Towards Generalizable Scene Change Detection
233. CVPR 2025Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion
234. CVPR 2025Towards RAW Object Detection in Diverse Conditions
235. CVPR 2025Towards Training-free Anomaly Detection with Vision and Language Foundation Models
236. CVPR 2025Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network
237. CVPR 2025Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection
238. CVPR 2025Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline
239. CVPR 2025UA-Pose: Uncertainty-Aware 6D Object Pose Estimation and Online Object Completion with Partial References
240. CVPR 2025UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning
241. CVPR 2025Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection
242. CVPR 2025UniHOPE: A Unified Approach for Hand-Only and Hand-Object Pose Estimation
243. CVPR 2025UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection
244. CVPR 2025UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection
245. CVPR 2025UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
246. CVPR 2025UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image
247. CVPR 2025Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis
248. CVPR 2025V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection
249. CVPR 2025VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models
250. CVPR 2025ViKIENet: Towards Efficient 3D Object Detection with Virtual Key Instance Enhanced Network

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.