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 18 of 57

851. CVPR 2025OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining
852. CVPR 2025ORIDa: Object-centric Real-world Image Composition Dataset
853. CVPR 2025Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection
854. CVPR 2025OW-OVD: Unified Open World and Open Vocabulary Object Detection
855. CVPR 2025PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies
856. CVPR 2025Pay Attention to the Foreground in Object-Centric Learning
857. CVPR 2025Percept, Memory, and Imagine: World Feature Simulating for Open-Domain Unknown Object Detection
858. CVPR 2025PIAD: Pose and Illumination agnostic Anomaly Detection
859. CVPR 2025PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection
860. CVPR 2025Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances
861. CVPR 2025PointSR: Self-Regularized Point Supervision for Drone-View Object Detection
862. CVPR 2025Prior-free 3D Object Tracking
863. CVPR 2025PS-EIP: Robust Photometric Stereo Based on Event Interval Profile
864. CVPR 2025PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection
865. CVPR 2025Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection
866. CVPR 2025RaCFormer: Towards High-Quality 3D Object Detection via Query-based Radar-Camera Fusion
867. CVPR 2025Radio Frequency Ray Tracing with Neural Object Representation for Enhanced RF Modeling
868. CVPR 2025Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model
869. CVPR 2025Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection
870. CVPR 2025ReDiffDet: Rotation-equivariant Diffusion Model for Oriented Object Detection
871. CVPR 2025RelationField: Relate Anything in Radiance Fields
872. CVPR 2025ReRAW: RGB-to-RAW Image Reconstruction via Stratified Sampling for Efficient Object Detection on the Edge
873. CVPR 2025Rethinking Correspondence-based Category-Level Object Pose Estimation
874. CVPR 2025Rethinking Lanes and Points in Complex Scenarios for Monocular 3D Lane Detection
875. CVPR 2025Revisiting Generative Replay for Class Incremental Object Detection
876. CVPR 2025RICCARDO: Radar Hit Prediction and Convolution for Camera-Radar 3D Object Detection
877. CVPR 2025ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models
878. CVPR 2025RORem: Training a Robust Object Remover with Human-in-the-Loop
879. CVPR 2025ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object
880. CVPR 2025Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches against CNNs
881. CVPR 2025Samba: A Unified Mamba-based Framework for General Salient Object Detection
882. CVPR 2025SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE
883. CVPR 2025ScaleLSD: Scalable Deep Line Segment Detection Streamlined
884. CVPR 2025SCFlow2: Plug-and-Play Object Pose Refiner with Shape-Constraint Scene Flow
885. CVPR 2025SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models
886. CVPR 2025Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval
887. CVPR 2025Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis
888. CVPR 2025Seeing is Not Believing: Adversarial Natural Object Optimization for Hard-Label 3D Scene Attacks
889. CVPR 2025SEEN-DA: SEmantic ENtropy guided Domain-aware Attention for Domain Adaptive Object Detection
890. CVPR 2025SemAlign3D: Semantic Correspondence between RGB-Images through Aligning 3D Object-Class Representations
891. CVPR 2025Semantic and Sequential Alignment for Referring Video Object Segmentation
892. CVPR 2025SET: Spectral Enhancement for Tiny Object Detection
893. CVPR 2025SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection
894. CVPR 2025Shift the Lens: Environment-Aware Unsupervised Camouflaged Object Detection
895. CVPR 2025SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
896. CVPR 2025SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection
897. CVPR 2025Simplification Is All You Need against Out-of-Distribution Overconfidence
898. CVPR 2025Solving Instance Detection from an Open-World Perspective
899. CVPR 2025SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic Prompts
900. CVPR 2025SparseAlign: a Fully Sparse Framework for Cooperative 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.