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 48 of 57

2351. CVPR 2023BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks
2352. CVPR 2023BEVHeight: A Robust Framework for Vision-Based Roadside 3D Object Detection
2353. CVPR 2023Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object Detection
2354. CVPR 2023Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection
2355. CVPR 2023Biomechanics-Guided Facial Action Unit Detection Through Force Modeling
2356. CVPR 2023Block Selection Method for Using Feature Norm in Out-of-Distribution Detection
2357. CVPR 2023Boosting Detection in Crowd Analysis via Underutilized Output Features
2358. CVPR 2023Boosting Video Object Segmentation via Space-Time Correspondence Learning
2359. CVPR 2023Box-Level Active Detection
2360. CVPR 2023Breaking the "Object" in Video Object Segmentation
2361. CVPR 2023Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection
2362. CVPR 2023Camouflaged Object Detection With Feature Decomposition and Edge Reconstruction
2363. CVPR 2023CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis
2364. CVPR 2023CapDet: Unifying Dense Captioning and Open-World Detection Pretraining
2365. CVPR 2023CAPE: Camera View Position Embedding for Multi-View 3D Object Detection
2366. CVPR 2023CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection
2367. CVPR 2023Category Query Learning for Human-Object Interaction Classification
2368. CVPR 2023CIGAR: Cross-Modality Graph Reasoning for Domain Adaptive Object Detection
2369. CVPR 2023CLIP the Gap: A Single Domain Generalization Approach for Object Detection
2370. CVPR 2023Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking
2371. CVPR 2023Collaboration Helps Camera Overtake LiDAR in 3D Detection
2372. CVPR 2023Collaborative Noisy Label Cleaner: Learning Scene-Aware Trailers for Multi-Modal Highlight Detection in Movies
2373. CVPR 2023Command-Driven Articulated Object Understanding and Manipulation
2374. CVPR 2023Compositor: Bottom-Up Clustering and Compositing for Robust Part and Object Segmentation
2375. CVPR 2023ConQueR: Query Contrast Voxel-DETR for 3D Object Detection
2376. CVPR 2023Consistent-Teacher: Towards Reducing Inconsistent Pseudo-Targets in Semi-Supervised Object Detection
2377. CVPR 2023Context-Aware Relative Object Queries To Unify Video Instance and Panoptic Segmentation
2378. CVPR 2023Continual Detection Transformer for Incremental Object Detection
2379. CVPR 2023Continuous Landmark Detection With 3D Queries
2380. CVPR 2023Contrastive Mean Teacher for Domain Adaptive Object Detectors
2381. CVPR 2023CORA: Adapting CLIP for Open-Vocabulary Detection With Region Prompting and Anchor Pre-Matching
2382. CVPR 2023CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation
2383. CVPR 2023Curricular Object Manipulation in LiDAR-Based Object Detection
2384. CVPR 2023Cut and Learn for Unsupervised Object Detection and Instance Segmentation
2385. CVPR 2023DA-DETR: Domain Adaptive Detection Transformer With Information Fusion
2386. CVPR 2023DartBlur: Privacy Preservation With Detection Artifact Suppression
2387. CVPR 2023Decomposed Cross-Modal Distillation for RGB-Based Temporal Action Detection
2388. CVPR 2023Decoupling MaxLogit for Out-of-Distribution Detection
2389. CVPR 2023Deep Dive Into Gradients: Better Optimization for 3D Object Detection With Gradient-Corrected IoU Supervision
2390. CVPR 2023DeepLSD: Line Segment Detection and Refinement With Deep Image Gradients
2391. CVPR 2023DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and Counting
2392. CVPR 2023Dense Distinct Query for End-to-End Object Detection
2393. CVPR 2023Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection
2394. CVPR 2023DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection
2395. CVPR 2023DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment
2396. CVPR 2023Detecting Everything in the Open World: Towards Universal Object Detection
2397. CVPR 2023Detecting Human-Object Contact in Images
2398. CVPR 2023Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
2399. CVPR 2023Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns
2400. CVPR 2023DETR With Additional Global Aggregation for Cross-Domain Weakly Supervised 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.