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 47 of 57

2301. NeurIPS 2024Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
2302. NeurIPS 2024Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion
2303. NeurIPS 2024VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization
2304. NeurIPS 2024Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation
2305. NeurIPS 2024Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
2306. NeurIPS 2024WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark
2307. NeurIPS 2024WeiPer: OOD Detection using Weight Perturbations of Class Projections
2308. NeurIPS 2024What If the Input is Expanded in OOD Detection?
2309. NeurIPS 2024What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights
2310. NeurIPS 2024What matters when building vision-language models?
2311. NeurIPS 2024When does perceptual alignment benefit vision representations?
2312. NeurIPS 2024Why the Metric Backbone Preserves Community Structure
2313. NeurIPS 2024Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections
2314. NeurIPS 2024WildGaussians: 3D Gaussian Splatting In the Wild
2315. NeurIPS 2024Wormhole Loss for Partial Shape Matching
2316. NeurIPS 2024X-Ray: A Sequential 3D Representation For Generation
2317. NeurIPS 2024XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation
2318. NeurIPS 2024Yo'LLaVA: Your Personalized Language and Vision Assistant
2319. NeurIPS 2024YOLOv10: Real-Time End-to-End Object Detection
2320. NeurIPS 2024You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
2321. NeurIPS 2024You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection
2322. NeurIPS 2024Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain
2323. NeurIPS 2024Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection
2324. NeurIPS 2024Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
2325. CVPR 20232PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection
2326. CVPR 20233D Shape Reconstruction of Semi-Transparent Worms
2327. CVPR 20233D Video Object Detection With Learnable Object-Centric Global Optimization
2328. CVPR 20233D-Aware Facial Landmark Detection via Multi-View Consistent Training on Synthetic Data
2329. CVPR 20233D-Aware Object Goal Navigation via Simultaneous Exploration and Identification
2330. CVPR 2023A Light Weight Model for Active Speaker Detection
2331. CVPR 2023A New Comprehensive Benchmark for Semi-Supervised Video Anomaly Detection and Anticipation
2332. CVPR 2023Adaptive Sparse Convolutional Networks With Global Context Enhancement for Faster Object Detection on Drone Images
2333. CVPR 2023Adaptive Sparse Pairwise Loss for Object Re-Identification
2334. CVPR 2023AeDet: Azimuth-Invariant Multi-View 3D Object Detection
2335. CVPR 2023Affordance Diffusion: Synthesizing Hand-Object Interactions
2336. CVPR 2023Aligning Bag of Regions for Open-Vocabulary Object Detection
2337. CVPR 2023Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection
2338. CVPR 2023Anchor3DLane: Learning To Regress 3D Anchors for Monocular 3D Lane Detection
2339. CVPR 2023Angelic Patches for Improving Third-Party Object Detector Performance
2340. CVPR 2023Annealing-Based Label-Transfer Learning for Open World Object Detection
2341. CVPR 2023ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation
2342. CVPR 2023ARO-Net: Learning Implicit Fields From Anchored Radial Observations
2343. CVPR 2023AShapeFormer: Semantics-Guided Object-Level Active Shape Encoding for 3D Object Detection via Transformers
2344. CVPR 2023AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection
2345. CVPR 2023AUNet: Learning Relations Between Action Units for Face Forgery Detection
2346. CVPR 2023AutoRecon: Automated 3D Object Discovery and Reconstruction
2347. CVPR 2023Azimuth Super-Resolution for FMCW Radar in Autonomous Driving
2348. CVPR 2023Balanced Energy Regularization Loss for Out-of-Distribution Detection
2349. CVPR 2023Benchmarking Robustness of 3D Object Detection to Common Corruptions
2350. CVPR 2023BEV-LaneDet: An Efficient 3D Lane Detection Based on Virtual Camera via Key-Points

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.