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

1,109 papers, page 4 of 23

151. NeurIPS 2026StomataBench: Measuring Taxonomic Generalization in Stomatal Detection
152. NeurIPS 2026Stranger Things: When Objects Appear Without Their Typical Neighbours
153. NeurIPS 2026Strengthen Out-of-Distribution Detection via Adaptive Mahalanobis Gap
154. NeurIPS 2026Supervision Recovery for Time Series Anomaly Detection via Counterfactual Pairing
155. NeurIPS 2026SynGS: Synergistic Continual Learning and Change Detection with Gaussian Splatting
156. NeurIPS 2026Target-Aware Nuisance Shaping for Object Detection
157. NeurIPS 2026Temporal Slice Learning for AI-Generated Video Detection with 400× Fewer FLOPs
158. NeurIPS 2026TENET: Time-point Encoding Network for Multivariate Time Series Anomaly Detection
159. NeurIPS 2026Test-Time Graph Anomaly Detection via Shifted Augmentation with Dynamic Objective Scheduling
160. NeurIPS 2026The BV4 Benchmark for Unsupervised Anomaly Detection in High-Dimensional Spectral Data Streams
161. NeurIPS 2026The Mask Is Not the Object: Volumetric Supervision for 3D Gaussian Segmentation
162. NeurIPS 2026The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL.
163. NeurIPS 2026The road reaches every place, the short cut only one: Self-Adversarial Shortcut Mitigation for AI-Generated Image Detection
164. NeurIPS 2026Tiny but Trusted: Efficient Vision-Language Reasoning for Time-Series Anomaly Detection
165. NeurIPS 2026TokenCLIP: Token-wise Prompt Learning for Zero-shot Anomaly Detection
166. NeurIPS 2026Towards Generalist Graph-Level Anomaly Detection
167. NeurIPS 2026Towards Unified Dynamic Face Landmark Detection
168. NeurIPS 2026Training-Free Open World Object Detection
169. NeurIPS 2026TrajLoc: Trajectory-Attention Localization for Multi-Object Motion Control
170. NeurIPS 2026TriBet: Relative E-values for Online Machine-generated Text Detection
171. NeurIPS 2026Trustworthy and Efficient Map-free LiDAR Localization via Scan-Pose Alignment and Flow Matching
172. NeurIPS 2026Unified Forensic Preference Learning for Generalizable Synthetic Image Detection
173. NeurIPS 2026Vendi Anomaly Scores for Efficient and Accurate Anomaly Detection
174. NeurIPS 2026Video Forensic Self-Descriptions: Leveraging Temporally Distributed Forensic Microstructures for Zero-Shot Detection of AI-Generated Videos
175. NeurIPS 2026When Does Sequential Detection Collapse to a Scalar? A Necessary and Sufficient Characterisation
176. NeurIPS 2026WildBox: A Dataset and Benchmark for Aerial Monocular 3D Detection of African Savanna Wildlife
177. NeurIPS 2026WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes
178. NeurIPS 2026Your Neighbors Know: Leveraging Local Neighborhoods for Backdoor Detection in Decentralized Learning
179. NeurIPS 2026Your Self-Supervised Projection Head Captures Object Co-Occurrence Statistics
180. NeurIPS 2025$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
181. NeurIPS 2025$\mathcal{X}^2$-DFD: A framework for e$\mathcal{X}$plainable and e$\mathcal{X}$tendable Deepfake Detection
182. NeurIPS 2025A Multimodal Benchmark for Framing of Oil & Gas Advertising and Potential Greenwashing Detection
183. NeurIPS 2025AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
184. NeurIPS 2025ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representation Pretraining
185. NeurIPS 2025Advancing Machine-Generated Text Detection from an Easy to Hard Supervision Perspective
186. NeurIPS 2025Aha! - Predicting What Matters Next: Online Highlight Detection Without Looking Ahead
187. NeurIPS 2025AI-Generated Video Detection via Perceptual Straightening
188. NeurIPS 2025Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection
189. NeurIPS 2025An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination
190. NeurIPS 2025An Information-theoretical Framework for Understanding Out-of-distribution Detection with Pretrained Vision-Language Models
191. NeurIPS 2025Anatomically inspired digital twins capture hierarchical object representations in visual cortex
192. NeurIPS 2025Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres
193. NeurIPS 2025Association-Focused Path Aggregation for Graph Fraud Detection
194. NeurIPS 2025Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent
195. NeurIPS 2025Beyond Token Probes: Hallucination Detection via Activation Tensors with ACT-ViT
196. NeurIPS 2025Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection
197. NeurIPS 2025CamSAM2: Segment Anything Accurately in Camouflaged Videos
198. NeurIPS 2025CLEAR: Command Level Annotated Dataset for Ransomware Detection
199. NeurIPS 2025Clustering via Hedonic Games: New Concepts and Algorithms
200. NeurIPS 2025CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary 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.