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

667 papers, page 6 of 14

251. NeurIPS 2024Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
252. NeurIPS 2024Generate Universal Adversarial Perturbations for Few-Shot Learning
253. NeurIPS 2024Generated and Pseudo Content guided Prototype Refinement for Few-shot Point Cloud Segmentation
254. NeurIPS 2024Generative Semi-supervised Graph Anomaly Detection
255. NeurIPS 2024GenRec: Unifying Video Generation and Recognition with Diffusion Models
256. NeurIPS 2024Geometric Exploitation for Indoor Panoramic Semantic Segmentation
257. NeurIPS 2024Geometry of naturalistic object representations in recurrent neural network models of working memory
258. NeurIPS 2024GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields
259. NeurIPS 2024GIC: Gaussian-Informed Continuum for Physical Property Identification and Simulation
260. NeurIPS 2024GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
261. NeurIPS 2024Goal Conditioned Reinforcement Learning for Photo Finishing Tuning
262. NeurIPS 2024GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
263. NeurIPS 2024GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching
264. NeurIPS 2024Grid4D: 4D Decomposed Hash Encoding for High-Fidelity Dynamic Gaussian Splatting
265. NeurIPS 2024GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction
266. NeurIPS 2024GVKF: Gaussian Voxel Kernel Functions for Highly Efficient Surface Reconstruction in Open Scenes
267. NeurIPS 2024Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba
268. NeurIPS 2024Happy: A Debiased Learning Framework for Continual Generalized Category Discovery
269. NeurIPS 2024Harmonizing Stochasticity and Determinism: Scene-responsive Diverse Human Motion Prediction
270. NeurIPS 2024Harnessing small projectors and multiple views for efficient vision pretraining
271. NeurIPS 2024HAWK: Learning to Understand Open-World Video Anomalies
272. NeurIPS 2024HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting
273. NeurIPS 2024HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model
274. NeurIPS 2024Hierarchical Hybrid Sliced Wasserstein: A Scalable Metric for Heterogeneous Joint Distributions
275. NeurIPS 2024Hierarchical Object-Aware Dual-Level Contrastive Learning for Domain Generalized Stereo Matching
276. NeurIPS 2024Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding
277. NeurIPS 2024Hierarchy-Agnostic Unsupervised Segmentation: Parsing Semantic Image Structure
278. NeurIPS 2024High-Resolution Image Harmonization with Adaptive-Interval Color Transformation
279. NeurIPS 2024Historical Test-time Prompt Tuning for Vision Foundation Models
280. NeurIPS 2024HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness
281. NeurIPS 2024Homology Consistency Constrained Efficient Tuning for Vision-Language Models
282. NeurIPS 2024How to Use Diffusion Priors under Sparse Views?
283. NeurIPS 2024Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models
284. NeurIPS 2024Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models
285. NeurIPS 2024HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors
286. NeurIPS 2024Hybrid Mamba for Few-Shot Segmentation
287. NeurIPS 2024HydraViT: Stacking Heads for a Scalable ViT
288. NeurIPS 2024Hyper-opinion Evidential Deep Learning for Out-of-Distribution Detection
289. NeurIPS 2024ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling
290. NeurIPS 2024Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
291. NeurIPS 2024IF-Font: Ideographic Description Sequence-Following Font Generation
292. NeurIPS 2024IllumiNeRF: 3D Relighting Without Inverse Rendering
293. NeurIPS 2024Image Copy Detection for Diffusion Models
294. NeurIPS 2024IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization
295. NeurIPS 2024ImOV3D: Learning Open Vocabulary Point Clouds 3D Object Detection from Only 2D Images
296. NeurIPS 2024Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
297. NeurIPS 2024Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation
298. NeurIPS 2024Improving Neural Network Surface Processing with Principal Curvatures
299. NeurIPS 2024Improving the Learning Capability of Small-size Image Restoration Network by Deep Fourier Shifting
300. NeurIPS 2024Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection

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.