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

2,809 papers, page 44 of 57

2151. NeurIPS 2024Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox
2152. NeurIPS 2024RETR: Multi-View Radar Detection Transformer for Indoor Perception
2153. NeurIPS 2024Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection
2154. NeurIPS 2024Revisiting Few-Shot Object Detection with Vision-Language Models
2155. NeurIPS 2024Revisiting Score Propagation in Graph Out-of-Distribution Detection
2156. NeurIPS 2024RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification
2157. NeurIPS 2024RobIR: Robust Inverse Rendering for High-Illumination Scenes
2158. NeurIPS 2024Robust Fine-tuning of Zero-shot Models via Variance Reduction
2159. NeurIPS 2024RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
2160. NeurIPS 2024SA3DIP: Segment Any 3D Instance with Potential 3D Priors
2161. NeurIPS 2024SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
2162. NeurIPS 2024SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series
2163. NeurIPS 2024SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
2164. NeurIPS 2024Scaling the Codebook Size of VQ-GAN to 100,000 with a Utilization Rate of 99%
2165. NeurIPS 2024Scene Graph Generation with Role-Playing Large Language Models
2166. NeurIPS 2024SE(3)-bi-equivariant Transformers for Point Cloud Assembly
2167. NeurIPS 2024SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
2168. NeurIPS 2024Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction
2169. NeurIPS 2024Segment Any Change
2170. NeurIPS 2024Segment Anything without Supervision
2171. NeurIPS 2024Self-Distilled Depth Refinement with Noisy Poisson Fusion
2172. NeurIPS 2024Self-Guided Masked Autoencoder
2173. NeurIPS 2024Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
2174. NeurIPS 2024Self-supervised Transformation Learning for Equivariant Representations
2175. NeurIPS 2024SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data
2176. NeurIPS 2024Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval
2177. NeurIPS 2024Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph
2178. NeurIPS 2024Sequential Harmful Shift Detection Without Labels
2179. NeurIPS 2024SfPUEL: Shape from Polarization under Unknown Environment Light
2180. NeurIPS 2024Sharing Key Semantics in Transformer Makes Efficient Image Restoration
2181. NeurIPS 2024SimGen: Simulator-conditioned Driving Scene Generation
2182. NeurIPS 2024Slicing Vision Transformer for Flexible Inference
2183. NeurIPS 2024SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
2184. NeurIPS 2024SlimSAM: 0.1% Data Makes Segment Anything Slim
2185. NeurIPS 2024Slot-VLM: Object-Event Slots for Video-Language Modeling
2186. NeurIPS 2024SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
2187. NeurIPS 2024SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
2188. NeurIPS 2024Soft Superpixel Neighborhood Attention
2189. NeurIPS 2024Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
2190. NeurIPS 2024SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors
2191. NeurIPS 2024Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras
2192. NeurIPS 2024Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
2193. NeurIPS 2024SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
2194. NeurIPS 2024SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
2195. NeurIPS 2024Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
2196. NeurIPS 2024SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
2197. NeurIPS 2024Spiking Neural Network as Adaptive Event Stream Slicer
2198. NeurIPS 2024Splatter a Video: Video Gaussian Representation for Versatile Processing
2199. NeurIPS 2024SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
2200. NeurIPS 2024SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening

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.