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

681 papers, page 4 of 14

151. CVPR 2026MRD Multi-resolution Retrieval-Detection Fusion for High-Resolution Image Understanding
152. CVPR 2026Multi-Prototype Compactness and Boundary-Aware Synthesis for Unsupervised Anomaly Detection
153. CVPR 2026NeuROK Generative 4D Neural Object Kinematics
154. CVPR 2026NoOVD Novel Category Discovery and Embedding for Open-Vocabulary Object Detection
155. CVPR 2026Object-Generalized Re-Identification A Step Towards Universal Instance Perception
156. CVPR 2026Object-WIPER Training-Free Object and Associated Effect Removal in Videos
157. CVPR 2026Occlusion-Aware SORT Observing Occlusion for Robust Multi-Object Tracking
158. CVPR 2026Off The Grid Detection of Primitives for Feed-Forward 3D Gaussian
159. CVPR 2026Omni-AD A Large-scale and Versatile Benchmark for Industrial Anomaly Detection
160. CVPR 2026OMoBlur An Object Motion Blur Dataset and Benchmark for Real-World
161. CVPR 2026OneHOI Unifying Human-Object Interaction Generation and Editing
162. CVPR 2026Online Data Curation for Object Detection via Marginal Contributions to
163. CVPR 2026OpenFS Multi-Hand-Capable Fingerspelling Recognition with Implicit Signing-Hand Detection and Frame-Wise
164. CVPR 2026ORD Object-Relation Decoupling for Generalized 3D Visual Grounding
165. CVPR 2026ORIC Benchmarking Object Recognition under Contextual Incongruity in Large Vision-Language
166. CVPR 2026Paparazzo Active Mapping of Moving 3D Objects
167. CVPR 2026PaQ-DETR Learning Pattern and Quality-Aware Dynamic Queries for Object Detection
168. CVPR 2026Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection
169. CVPR 2026Parameterized Prompt for Incremental Object Detection
170. CVPR 2026Partial Weakly-Supervised Oriented Object Detection
171. CVPR 2026Particulate Feed-Forward 3D Object Articulation
172. CVPR 2026PAS Prelim Attention Score for Detecting Object Hallucinations in Large
173. CVPR 2026PAUL Uncertainty-Guided Partition and Augmentation for Robust Cross-View Geo-Localization under
174. CVPR 2026PDD Manifold-Prior Diverse Distillation for Medical Anomaly Detection
175. CVPR 2026Phantom Physical Object Interactions as Dynamic Triggers for NMS-Exploited Backdoors
176. CVPR 2026PhaseWin Search Framework Enable Efficient Object-Level Interpretation
177. CVPR 2026PhysHO Physics-Based Dynamic 3D Gaussian Human and Object from Monocular
178. CVPR 2026Physical Adversarial Clothing Evades Visible-Thermal Detectors via Non-Overlapping RGB-T Pattern
179. CVPR 2026Physical Object Understanding with a Physically Controllable World Model
180. CVPR 2026PoInit-of-View Poisoning Initialization of Views Transfers Across Multiple 3D Reconstruction
181. CVPR 2026Portable Active Learning for Object Detection
182. CVPR 2026PoseGAM Robust Unseen Object Pose Estimation via Geometry-Aware Multi-View Reasoning
183. CVPR 2026PoseGaussian 6D Pose Estimation for Unseen Objects via Sparse-View Object-Level
184. CVPR 2026PPM-CLIP Probabilistic Prompt Modeling for Generalizable AI-Generated Image Detection
185. CVPR 2026Precise Object and Effect Removal with Adaptive Target-Aware Attention
186. CVPR 2026Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detection
187. CVPR 2026ProgTrack A Multi-Object Tracking Algorithm with Progressive Matching Strategy
188. CVPR 2026Prompt-Free Universal Region Proposal Network
189. CVPR 2026Prompt-Free Unknown Label Generation for Open World Detection in Remote
190. CVPR 2026Query2Uncertainty Robust Uncertainty Quantification and Calibration for 3D Object Detection
191. CVPR 2026R4Det 4D Radar-Camera Fusion for High-Performance 3D Object Detection
192. CVPR 2026RaGS Unleashing 3D Gaussian Splatting from 4D Radar and Monocular
193. CVPR 2026RAID Retrieval-Augmented Anomaly Detection
194. CVPR 2026RankOOD - Class Ranking-based Out-of-Distribution Detection
195. CVPR 2026RARE Learn to RAnk and REtrieve for Monocular 3D Object
196. CVPR 2026RAVEN Radar Adaptive Vision Encoders for Efficient Chirp-wise Object Detection
197. CVPR 2026RC-NF Robot-Conditioned Normalizing Flow for Real-Time Anomaly Detection in Robotic
198. CVPR 2026Real-Time Multimodal Fingertip Contact Detection via Depth and Motion Fusion
199. CVPR 2026REArtGS Generalizable Articulation Reconstruction with Temporal Geometry Constraint via Planar
200. CVPR 2026Reasoning-Driven Anomaly Detection and Localization with Image-Level Supervision

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.