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 51 of 57

2501. CVPR 2023Multiclass Confidence and Localization Calibration for Object Detection
2502. CVPR 2023Multimodal Industrial Anomaly Detection via Hybrid Fusion
2503. CVPR 2023NeRF-RPN: A General Framework for Object Detection in NeRFs
2504. CVPR 2023NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization
2505. CVPR 2023Neural Part Priors: Learning To Optimize Part-Based Object Completion in RGB-D Scans
2506. CVPR 2023NeuralDome: A Neural Modeling Pipeline on Multi-View Human-Object Interactions
2507. CVPR 2023NeuralLift-360: Lifting an In-the-Wild 2D Photo to a 3D Object With 360deg Views
2508. CVPR 2023NeurOCS: Neural NOCS Supervision for Monocular 3D Object Localization
2509. CVPR 2023NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging
2510. CVPR 2023Normalizing Flow Based Feature Synthesis for Outlier-Aware Object Detection
2511. CVPR 2023Object Detection With Self-Supervised Scene Adaptation
2512. CVPR 2023Object Discovery From Motion-Guided Tokens
2513. CVPR 2023Object Pop-Up: Can We Infer 3D Objects and Their Poses From Human Interactions Alone?
2514. CVPR 2023Object Pose Estimation With Statistical Guarantees: Conformal Keypoint Detection and Geometric Uncertainty Propagation
2515. CVPR 2023Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
2516. CVPR 2023Object-Goal Visual Navigation via Effective Exploration of Relations Among Historical Navigation States
2517. CVPR 2023ObjectMatch: Robust Registration Using Canonical Object Correspondences
2518. CVPR 2023ObjectStitch: Object Compositing With Diffusion Model
2519. CVPR 2023Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
2520. CVPR 2023OCTET: Object-Aware Counterfactual Explanations
2521. CVPR 2023OcTr: Octree-Based Transformer for 3D Object Detection
2522. CVPR 2023Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild
2523. CVPR 2023One-to-Few Label Assignment for End-to-End Dense Detection
2524. CVPR 2023Open-Vocabulary Attribute Detection
2525. CVPR 2023OpenMix: Exploring Outlier Samples for Misclassification Detection
2526. CVPR 2023Optimal Proposal Learning for Deployable End-to-End Pedestrian Detection
2527. CVPR 2023OReX: Object Reconstruction From Planar Cross-Sections Using Neural Fields
2528. CVPR 2023OvarNet: Towards Open-Vocabulary Object Attribute Recognition
2529. CVPR 2023Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection
2530. CVPR 2023PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point Clouds
2531. CVPR 2023PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection
2532. CVPR 2023Pixels, Regions, and Objects: Multiple Enhancement for Salient Object Detection
2533. CVPR 2023PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection
2534. CVPR 2023Pointersect: Neural Rendering With Cloud-Ray Intersection
2535. CVPR 2023Post-Processing Temporal Action Detection
2536. CVPR 2023PROB: Probabilistic Objectness for Open World Object Detection
2537. CVPR 2023Prototypical Residual Networks for Anomaly Detection and Localization
2538. CVPR 2023PVT-SSD: Single-Stage 3D Object Detector With Point-Voxel Transformer
2539. CVPR 2023PyramidFlow: High-Resolution Defect Contrastive Localization Using Pyramid Normalizing Flow
2540. CVPR 2023Q-DETR: An Efficient Low-Bit Quantized Detection Transformer
2541. CVPR 2023Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
2542. CVPR 2023Real-Time Multi-Person Eyeblink Detection in the Wild for Untrimmed Video
2543. CVPR 2023RealFusion: 360deg Reconstruction of Any Object From a Single Image
2544. CVPR 2023Recurrence Without Recurrence: Stable Video Landmark Detection With Deep Equilibrium Models
2545. CVPR 2023Recurrent Vision Transformers for Object Detection With Event Cameras
2546. CVPR 2023Referring Multi-Object Tracking
2547. CVPR 2023Region-Aware Pretraining for Open-Vocabulary Object Detection With Vision Transformers
2548. CVPR 2023Relational Context Learning for Human-Object Interaction Detection
2549. CVPR 2023Representation Learning for Visual Object Tracking by Masked Appearance Transfer
2550. CVPR 2023Rethinking Out-of-Distribution (OOD) Detection: Masked Image Modeling Is All You Need

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.