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 52 of 57

2551. CVPR 2023Revisiting Reverse Distillation for Anomaly Detection
2552. CVPR 2023Rigidity-Aware Detection for 6D Object Pose Estimation
2553. CVPR 2023ScaleDet: A Scalable Multi-Dataset Object Detector
2554. CVPR 2023ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector
2555. CVPR 2023SCOTCH and SODA: A Transformer Video Shadow Detection Framework
2556. CVPR 2023Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container
2557. CVPR 2023Semi-DETR: Semi-Supervised Object Detection With Detection Transformers
2558. CVPR 2023Semi-Supervised Stereo-Based 3D Object Detection via Cross-View Consensus
2559. CVPR 2023Semi-Weakly Supervised Object Kinematic Motion Prediction
2560. CVPR 2023SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
2561. CVPR 2023SFD2: Semantic-Guided Feature Detection and Description
2562. CVPR 2023Shape-Constraint Recurrent Flow for 6D Object Pose Estimation
2563. CVPR 2023Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning
2564. CVPR 2023Siamese DETR
2565. CVPR 2023SIEDOB: Semantic Image Editing by Disentangling Object and Background
2566. CVPR 2023Simple Cues Lead to a Strong Multi-Object Tracker
2567. CVPR 2023SimpleNet: A Simple Network for Image Anomaly Detection and Localization
2568. CVPR 2023SimpSON: Simplifying Photo Cleanup With Single-Click Distracting Object Segmentation Network
2569. CVPR 2023SmartBrush: Text and Shape Guided Object Inpainting With Diffusion Model
2570. CVPR 2023SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation
2571. CVPR 2023SOOD: Towards Semi-Supervised Oriented Object Detection
2572. CVPR 2023SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection
2573. CVPR 2023Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking
2574. CVPR 2023STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
2575. CVPR 2023STDLens: Model Hijacking-Resilient Federated Learning for Object Detection
2576. CVPR 2023T-SEA: Transfer-Based Self-Ensemble Attack on Object Detection
2577. CVPR 2023Test Time Adaptation With Regularized Loss for Weakly Supervised Salient Object Detection
2578. CVPR 2023TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation
2579. CVPR 2023Texture-Guided Saliency Distilling for Unsupervised Salient Object Detection
2580. CVPR 2023The Differentiable Lens: Compound Lens Search Over Glass Surfaces and Materials for Object Detection
2581. CVPR 2023TopNet: Transformer-Based Object Placement Network for Image Compositing
2582. CVPR 2023Toward RAW Object Detection: A New Benchmark and a New Model
2583. CVPR 2023Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and Calibration
2584. CVPR 2023Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View
2585. CVPR 2023Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors
2586. CVPR 2023Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution
2587. CVPR 2023Towards Unsupervised Object Detection From LiDAR Point Clouds
2588. CVPR 2023Tracking Multiple Deformable Objects in Egocentric Videos
2589. CVPR 2023TransFlow: Transformer As Flow Learner
2590. CVPR 2023Transforming Radiance Field With Lipschitz Network for Photorealistic 3D Scene Stylization
2591. CVPR 2023TriDet: Temporal Action Detection With Relative Boundary Modeling
2592. CVPR 2023TruFor: Leveraging All-Round Clues for Trustworthy Image Forgery Detection and Localization
2593. CVPR 2023TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation
2594. CVPR 2023Two-Shot Video Object Segmentation
2595. CVPR 2023Unbalanced Optimal Transport: A Unified Framework for Object Detection
2596. CVPR 2023Unbiased Multiple Instance Learning for Weakly Supervised Video Anomaly Detection
2597. CVPR 2023Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection
2598. CVPR 2023Understanding the Robustness of 3D Object Detection With Bird's-Eye-View Representations in Autonomous Driving
2599. CVPR 2023Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection
2600. CVPR 2023UniDistill: A Universal Cross-Modality Knowledge Distillation Framework for 3D Object Detection in Bird's-Eye View

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.