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 15 of 57

701. CVPR 2025CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging
702. CVPR 2025CaMuViD: Calibration-Free Multi-View Detection
703. CVPR 2025Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices
704. CVPR 2025Category-Agnostic Neural Object Rigging
705. CVPR 2025Change3D: Revisiting Change Detection and Captioning from A Video Modeling Perspective
706. CVPR 2025Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers
707. CVPR 2025ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models
708. CVPR 2025CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation
709. CVPR 2025Co-op: Correspondence-based Novel Object Pose Estimation
710. CVPR 2025COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian Splitting
711. CVPR 2025Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection
712. CVPR 2025Compositional Caching for Training-free Open-vocabulary Attribute Detection
713. CVPR 2025Concept Replacer: Replacing Sensitive Concepts in Diffusion Models via Precision Localization
714. CVPR 2025Context-Enhanced Memory-Refined Transformer for Online Action Detection
715. CVPR 2025CorrBEV: Multi-View 3D Object Detection by Correlation Learning with Multi-modal Prototypes
716. CVPR 2025Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection
717. CVPR 2025COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts
718. CVPR 2025CRISP: Object Pose and Shape Estimation with Test-Time Adaptation
719. CVPR 2025Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion
720. CVPR 2025CrossOver: 3D Scene Cross-Modal Alignment
721. CVPR 2025CTRL-O: Language-Controllable Object-Centric Visual Representation Learning
722. CVPR 2025Cubify Anything: Scaling Indoor 3D Object Detection
723. CVPR 2025D^3: Scaling Up Deepfake Detection by Learning from Discrepancy
724. CVPR 2025DecoupledGaussian: Object-Scene Decoupling for Physics-Based Interaction
725. CVPR 2025Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection
726. CVPR 2025Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAV Target Detection
727. CVPR 2025Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens
728. CVPR 2025DFM: Differentiable Feature Matching for Anomaly Detection
729. CVPR 2025DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer
730. CVPR 2025Digital Twin Catalog: A Large-Scale Photorealistic 3D Object Digital Twin Dataset
731. CVPR 2025Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection
732. CVPR 2025DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection
733. CVPR 2025DreamTrack: Dreaming the Future for Multimodal Visual Object Tracking
734. CVPR 2025DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation
735. CVPR 2025DTOS: Dynamic Time Object Sensing with Large Multimodal Model
736. CVPR 2025Dual Energy-Based Model with Open-World Uncertainty Estimation for Out-of-distribution Detection
737. CVPR 2025Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans?
738. CVPR 2025DynRefer: Delving into Region-level Multimodal Tasks via Dynamic Resolution
739. CVPR 2025EasyHOI: Unleashing the Power of Large Models for Reconstructing Hand-Object Interactions in the Wild
740. CVPR 2025Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention
741. CVPR 2025Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning
742. CVPR 2025Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations
743. CVPR 2025Erase Diffusion: Empowering Object Removal Through Calibrating Diffusion Pathways
744. CVPR 2025Ev-3DOD: Pushing the Temporal Boundaries of 3D Object Detection with Event Cameras
745. CVPR 2025Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection
746. CVPR 2025Face Forgery Video Detection via Temporal Forgery Cue Unraveling
747. CVPR 2025FASTer: Focal token Acquiring-and-Scaling Transformer for Long-term 3D Objection Detection
748. CVPR 2025Feature Information Driven Position Gaussian Distribution Estimation for Tiny Object Detection
749. CVPR 2025Feature Spectrum Learning for Remote Sensing Change Detection
750. CVPR 2025FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error

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.