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 6 of 23

251. NeurIPS 2025InstructSAM: A Training-free Framework for Instruction-Oriented Remote Sensing Object Recognition
252. NeurIPS 2025Interactive Anomaly Detection for Articulated Objects via Motion Anticipation
253. NeurIPS 2025IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector
254. NeurIPS 2025Knowledge Distillation Detection for Open-weights Models
255. NeurIPS 2025LabelAny3D: Label Any Object 3D in the Wild
256. NeurIPS 2025Latency NMS Attacks: Is It Real Life or Is It Just Fantasy?
257. NeurIPS 2025Learning Human-Object Interaction as Groups
258. NeurIPS 2025Learning Interactive World Model for Object-Centric Reinforcement Learning
259. NeurIPS 2025Learning to Generate Human-Human-Object Interactions from Textual Descriptions
260. NeurIPS 2025Learning to Zoom with Anatomical Relations for Medical Structure Detection
261. NeurIPS 2025Looking Beyond the Known: Towards a Data Discovery Guided Open-World Object Detection
262. NeurIPS 2025MDReID: Modality-Decoupled Learning for Any-to-Any Multi-Modal Object Re-Identification
263. NeurIPS 2025Memory by accident: a theory of learning as a byproduct of network stabilization
264. NeurIPS 2025MetaSlot: Break Through the Fixed Number of Slots in Object-Centric Learning
265. NeurIPS 2025MiniMax-Remover: Taming Bad Noise Helps Video Object Removal
266. NeurIPS 2025Miss-ReID: Delivering Robust Multi-Modality Object Re-Identification Despite Missing Modalities
267. NeurIPS 2025MMOT: The First Challenging Benchmark for Drone-based Multispectral Multi-Object Tracking
268. NeurIPS 2025MobileODE: An Extra Lightweight Network
269. NeurIPS 2025Multimodal Causal Reasoning for UAV Object Detection
270. NeurIPS 2025Multiresolution Analysis and Statistical Thresholding on Dynamic Networks
271. NeurIPS 2025Multivariate Time Series Anomaly Detection with Idempotent Reconstruction
272. NeurIPS 2025Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection
273. NeurIPS 2025Neptune-X: Active X-to-Maritime Generation for Universal Maritime Object Detection
274. NeurIPS 2025No Object Is an Island: Enhancing 3D Semantic Segmentation Generalization with Diffusion Models
275. NeurIPS 2025Normal-Abnormal Guided Generalist Anomaly Detection
276. NeurIPS 2025Object Concepts Emerge from Motion
277. NeurIPS 2025Object-centric 3D Motion Field for Robot Learning from Human Videos
278. NeurIPS 2025Object-Centric Concept-Bottlenecks
279. NeurIPS 2025Object-Centric Representation Learning for Enhanced 3D Semantic Scene Graph Prediction
280. NeurIPS 2025Object-X: Learning to Reconstruct Multi-Modal 3D Object Representations
281. NeurIPS 2025On Epistemic Uncertainty of Visual Tokens for Object Hallucinations in Large Vision-Language Models
282. NeurIPS 2025On the Empirical Power of Goodness-of-Fit Tests in Watermark Detection
283. NeurIPS 2025On the SAC-BL Algorithm for Anomaly Detection
284. NeurIPS 2025OOD Detection with Relative Angles
285. NeurIPS 2025OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection
286. NeurIPS 2025OpenBox: Annotate Any Bounding Boxes in 3D
287. NeurIPS 2025OpenHOI: Open-World Hand-Object Interaction Synthesis with Multimodal Large Language Model
288. NeurIPS 2025Optimal community detection in dense bipartite graphs
289. NeurIPS 2025Optimal Online Change Detection via Random Fourier Features
290. NeurIPS 2025Out-of-Distribution Generalized Graph Anomaly Detection with Homophily-aware Environment Mixup
291. NeurIPS 2025PLEIADES: Building Temporal Kernels with Orthogonal Polynomials
292. NeurIPS 2025Point4Bit: Post Training 4-bit Quantization for Point Cloud 3D Detection
293. NeurIPS 2025Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
294. NeurIPS 2025Preference-Based Dynamic Ranking Structure Recognition
295. NeurIPS 2025Promptable 3-D Object Localization with Latent Diffusion Models
296. NeurIPS 2025Quantifying Statistical Significance of Deep Nearest Neighbor Anomaly Detection via Selective Inference
297. NeurIPS 2025RayFusion: Ray Fusion Enhanced Collaborative Visual Perception
298. NeurIPS 2025Real-Time Scene-Adaptive Tone Mapping for High-Dynamic Range Object Detection
299. NeurIPS 2025ReCon: Region-Controllable Data Augmentation with Rectification and Alignment for Object Detection
300. NeurIPS 2025Redundancy-Aware Test-Time Graph Out-of-Distribution 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.