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

265 papers, page 3 of 6

101. ICML 2026Singular Bayesian Neural Networks
102. ICML 2026SLIP-RS: Structured-Attribute Language-Image Pre-Training for Remote Sensing Object Detection
103. ICML 2026Smoothing Slot Attention Iterations and Recurrences
104. ICML 2026SONAR: Spectral‑Contrastive Audio Residuals for Generalizable Deepfake Detection
105. ICML 2026SPUR: Scale-Partitioned Uncertainty Rectification for Robust UAV-on-UAV Interception
106. ICML 2026Stability-Aware Feature Design for Robust Watermark Detection in Machine-Generated Text
107. ICML 2026STORM: Segment, Track, and Object Re-Localization from a Single Image
108. ICML 2026Symbiosis-Inspired Knowledge Distillation for Incremental Object Detection
109. ICML 2026T-measure: A Topology-Consistent Metric for Binary Segmentation
110. ICML 2026TeamWork: Multivariate Time Series Anomaly Detection via Asymmetric Role-aware Channel Modeling
111. ICML 2026Temporal-Emerged Prompting for Segment Anything in Multiframe Infrared Small Target Detection
112. ICML 2026Testing For Distribution Shifts with Conditional Conformal Test Martingales
113. ICML 2026Token-Efficient Change Detection in LLM APIs
114. ICML 2026Transfer Learning in High-dimensional Ising Models
115. ICML 2026TransNormal: Dense Visual Semantics for Diffusion-based Transparent Object Normal Estimation
116. ICML 2026Unleashing the Representational Power of Fourier Shapes for Attacking Infrared Object Detection
117. ICML 2026Unsupervised Camouflaged Object Detection with Dual-Eigenvector Spectral Pseudo-Labeling and Contrastive Refinement
118. ICML 2026VSCD: Video-based Scene Change Detection in Unaligned Scenes
119. ICML 2026WatchLog: Efficient and Interpretable Event Reasoning for Endpoint Detection and Response Logs with Multimodal LLMs
120. ICML 2026What Information Matters? Graph Out-of-Distribution Detection via Tri-Component Information Decomposition
121. ICML 2026WorldComp2D: Spatio-semantic Representations of Object Identity and Location from Local Views
122. ICML 2025A Closer Look at Generalized BH Algorithm for Out-of-Distribution Detection
123. ICML 2025A Online Statistical Framework for Out-of-Distribution Detection
124. ICML 2025A Tale of Two Structures: Do LLMs Capture the Fractal Complexity of Language?
125. ICML 2025A Variational Information Theoretic Approach to Out-of-Distribution Detection
126. ICML 2025Adaptive Multi-prompt Contrastive Network for Few-shot Out-of-distribution Detection
127. ICML 2025Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
128. ICML 2025Conformal Anomaly Detection in Event Sequences
129. ICML 2025Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
130. ICML 2025Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning
131. ICML 2025CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering
132. ICML 2025CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection
133. ICML 2025Demeaned Sparse: Efficient Anomaly Detection by Residual Estimate
134. ICML 2025Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector
135. ICML 2025FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees
136. ICML 2025Feature Shift Localization Network
137. ICML 2025Few-Shot Learner Generalizes Across AI-Generated Image Detection
138. ICML 2025Fluctuations of the largest eigenvalues of transformed spiked Wigner matrices
139. ICML 2025Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning
140. ICML 2025Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
141. ICML 2025Identifiable Object Representations under Spatial Ambiguities
142. ICML 2025iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection
143. ICML 2025Improving Out-of-Distribution Detection via Dynamic Covariance Calibration
144. ICML 2025KAN-AD: Time Series Anomaly Detection with Kolmogorov–Arnold Networks
145. ICML 2025Learning Changes in Graphon Attachment Network Models
146. ICML 2025Learning State-Based Node Representations from a Class Hierarchy for Fine-Grained Open-Set Detection
147. ICML 2025LEMoN: Label Error Detection using Multimodal Neighbors
148. ICML 2025Leveraging Diffusion Model as Pseudo-Anomalous Graph Generator for Graph-Level Anomaly Detection
149. ICML 2025LLMScan: Causal Scan for LLM Misbehavior Detection
150. ICML 2025LOCATE 3D: Real-World Object Localization via Self-Supervised Learning in 3D

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.