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 4 of 12

151. CVPR 2025Multiple Object Tracking as ID Prediction
152. CVPR 2025Multitwine: Multi-Object Compositing with Text and Layout Control
153. CVPR 2025MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking
154. CVPR 2025Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion
155. CVPR 2025Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory
156. CVPR 2025Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection
157. CVPR 2025Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset
158. CVPR 2025Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation
159. CVPR 2025Object-Shot Enhanced Grounding Network for Egocentric Video
160. CVPR 2025ObjectMover: Generative Object Movement with Video Prior
161. CVPR 2025Odd-One-Out: Anomaly Detection by Comparing with Neighbors
162. CVPR 2025Omnidirectional Multi-Object Tracking
163. CVPR 2025ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation
164. CVPR 2025One-for-More: Continual Diffusion Model for Anomaly Detection
165. CVPR 2025One-shot 3D Object Canonicalization based on Geometric and Semantic Consistency
166. CVPR 2025One2Any: One-Reference 6D Pose Estimation for Any Object
167. CVPR 2025OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary
168. CVPR 2025Open-World Objectness Modeling Unifies Novel Object Detection
169. CVPR 2025Opportunistic Single-Photon Time of Flight
170. CVPR 2025OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining
171. CVPR 2025ORIDa: Object-centric Real-world Image Composition Dataset
172. CVPR 2025Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection
173. CVPR 2025OW-OVD: Unified Open World and Open Vocabulary Object Detection
174. CVPR 2025PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies
175. CVPR 2025Pay Attention to the Foreground in Object-Centric Learning
176. CVPR 2025Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection
177. CVPR 2025PIAD: Pose and Illumination agnostic Anomaly Detection
178. CVPR 2025PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection
179. CVPR 2025Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances
180. CVPR 2025PointSR: Self-Regularized Point Supervision for Drone-View Object Detection
181. CVPR 2025Prior-free 3D Object Tracking
182. CVPR 2025PS-EIP: Robust Photometric Stereo Based on Event Interval Profile
183. CVPR 2025PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection
184. CVPR 2025Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection
185. CVPR 2025RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion
186. CVPR 2025Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling
187. CVPR 2025Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model
188. CVPR 2025Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection
189. CVPR 2025ReDiffDet: Rotation-equivariant Diffusion Model for Oriented Object Detection
190. CVPR 2025RelationField: Relate Anything in Radiance Fields
191. CVPR 2025ReRAW: RGB-to-RAW Image Reconstruction via Stratified Sampling for Efficient Object Detection on the Edge
192. CVPR 2025Rethinking Correspondence-based Category-Level Object Pose Estimation
193. CVPR 2025Rethinking Lanes and Points in Complex Scenarios for Monocular 3D Lane Detection
194. CVPR 2025Revisiting Generative Replay for Class Incremental Object Detection
195. CVPR 2025RICCARDO: Radar Hit Prediction and Convolution for Camera-Radar 3D Object Detection
196. CVPR 2025ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models
197. CVPR 2025RORem: Training a Robust Object Remover with Human-in-the-Loop
198. CVPR 2025ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object
199. CVPR 2025Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs
200. CVPR 2025Samba: A Unified Mamba-based Framework for General Salient Object 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.