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 4 of 6

151. CVPR 2023Look Before You Match: Instance Understanding Matters in Video Object Segmentation
152. CVPR 2023LSTFE-Net:Long Short-Term Feature Enhancement Network for Video Small Object Detection
153. CVPR 2023MaLP: Manipulation Localization Using a Proactive Scheme
154. CVPR 2023Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection With Single Point Supervision
155. CVPR 2023Mask DINO: Towards a Unified Transformer-Based Framework for Object Detection and Segmentation
156. CVPR 2023MDQE: Mining Discriminative Query Embeddings To Segment Occluded Instances on Challenging Videos
157. CVPR 2023MED-VT: Multiscale Encoder-Decoder Video Transformer With Application To Object Segmentation
158. CVPR 2023Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding
159. CVPR 2023Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection
160. CVPR 2023MetaFusion: Infrared and Visible Image Fusion via Meta-Feature Embedding From Object Detection
161. CVPR 2023MethaneMapper: Spectral Absorption Aware Hyperspectral Transformer for Methane Detection
162. CVPR 2023MixTeacher: Mining Promising Labels With Mixed Scale Teacher for Semi-Supervised Object Detection
163. CVPR 2023Mobile User Interface Element Detection via Adaptively Prompt Tuning
164. CVPR 2023MobileOne: An Improved One Millisecond Mobile Backbone
165. CVPR 2023MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation
166. CVPR 2023MoDAR: Using Motion Forecasting for 3D Object Detection in Point Cloud Sequences
167. CVPR 2023Modeling the Distributional Uncertainty for Salient Object Detection Models
168. CVPR 2023MonoATT: Online Monocular 3D Object Detection With Adaptive Token Transformer
169. CVPR 2023MOSO: Decomposing MOtion, Scene and Object for Video Prediction
170. CVPR 2023MotionTrack: Learning Robust Short-Term and Long-Term Motions for Multi-Object Tracking
171. CVPR 2023MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
172. CVPR 2023MSF: Motion-Guided Sequential Fusion for Efficient 3D Object Detection From Point Cloud Sequences
173. CVPR 2023MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID
174. CVPR 2023MSMDFusion: Fusing LiDAR and Camera at Multiple Scales With Multi-Depth Seeds for 3D Object Detection
175. CVPR 2023Multi-Object Manipulation via Object-Centric Neural Scattering Functions
176. CVPR 2023Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains
177. CVPR 2023Multiclass Confidence and Localization Calibration for Object Detection
178. CVPR 2023Multimodal Industrial Anomaly Detection via Hybrid Fusion
179. CVPR 2023NeRF-RPN: A General Framework for Object Detection in NeRFs
180. CVPR 2023NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization
181. CVPR 2023Neural Part Priors: Learning To Optimize Part-Based Object Completion in RGB-D Scans
182. CVPR 2023NeuralDome: A Neural Modeling Pipeline on Multi-View Human-Object Interactions
183. CVPR 2023NeuralLift-360: Lifting an In-the-Wild 2D Photo to a 3D Object With 360deg Views
184. CVPR 2023NeurOCS: Neural NOCS Supervision for Monocular 3D Object Localization
185. CVPR 2023NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging
186. CVPR 2023Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection
187. CVPR 2023Object Detection With Self-Supervised Scene Adaptation
188. CVPR 2023Object Discovery From Motion-Guided Tokens
189. CVPR 2023Object Pop-Up: Can We Infer 3D Objects and Their Poses From Human Interactions Alone?
190. CVPR 2023Object Pose Estimation With Statistical Guarantees: Conformal Keypoint Detection and Geometric Uncertainty Propagation
191. CVPR 2023Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
192. CVPR 2023Object-Goal Visual Navigation via Effective Exploration of Relations Among Historical Navigation States
193. CVPR 2023ObjectMatch: Robust Registration Using Canonical Object Correspondences
194. CVPR 2023ObjectStitch: Object Compositing With Diffusion Model
195. CVPR 2023Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
196. CVPR 2023OCTET: Object-Aware Counterfactual Explanations
197. CVPR 2023OcTr: Octree-Based Transformer for 3D Object Detection
198. CVPR 2023Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild
199. CVPR 2023One-to-Few Label Assignment for End-to-End Dense Detection
200. CVPR 2023Open-Vocabulary Attribute 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.