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

1,110 papers, page 17 of 23

801. CVPR 2024Unleashing Channel Potential: Space-Frequency Selection Convolution for SAR Object Detection
802. CVPR 2024Unsupervised Learning of Category-Level 3D Pose from Object-Centric Videos
803. CVPR 2024Unsupervised Salient Instance Detection
804. CVPR 2024VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning
805. CVPR 2024VSRD: Instance-Aware Volumetric Silhouette Rendering for Weakly Supervised 3D Object Detection
806. CVPR 2024Weak-to-Strong 3D Object Detection with X-Ray Distillation
807. CVPR 2024Weakly Misalignment-free Adaptive Feature Alignment for UAVs-based Multimodal Object Detection
808. CVPR 2024Weakly Supervised Monocular 3D Detection with a Single-View Image
809. CVPR 2024What How and When Should Object Detectors Update in Continually Changing Test Domains?
810. CVPR 2024WildlifeMapper: Aerial Image Analysis for Multi-Species Detection and Identification
811. CVPR 2024YOLO-World: Real-Time Open-Vocabulary Object Detection
812. CVPR 2024YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
813. CVPR 20232PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection
814. CVPR 20233D Shape Reconstruction of Semi-Transparent Worms
815. CVPR 20233D Video Object Detection With Learnable Object-Centric Global Optimization
816. CVPR 20233D-Aware Facial Landmark Detection via Multi-View Consistent Training on Synthetic Data
817. CVPR 20233D-Aware Object Goal Navigation via Simultaneous Exploration and Identification
818. CVPR 2023A Light Weight Model for Active Speaker Detection
819. CVPR 2023A New Comprehensive Benchmark for Semi-Supervised Video Anomaly Detection and Anticipation
820. CVPR 2023Adaptive Sparse Convolutional Networks With Global Context Enhancement for Faster Object Detection on Drone Images
821. CVPR 2023Adaptive Sparse Pairwise Loss for Object Re-Identification
822. CVPR 2023AeDet: Azimuth-Invariant Multi-View 3D Object Detection
823. CVPR 2023Affordance Diffusion: Synthesizing Hand-Object Interactions
824. CVPR 2023Aligning Bag of Regions for Open-Vocabulary Object Detection
825. CVPR 2023Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection
826. CVPR 2023Anchor3DLane: Learning To Regress 3D Anchors for Monocular 3D Lane Detection
827. CVPR 2023Angelic Patches for Improving Third-Party Object Detector Performance
828. CVPR 2023Annealing-Based Label-Transfer Learning for Open World Object Detection
829. CVPR 2023ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation
830. CVPR 2023ARO-Net: Learning Implicit Fields From Anchored Radial Observations
831. CVPR 2023AShapeFormer: Semantics-Guided Object-Level Active Shape Encoding for 3D Object Detection via Transformers
832. CVPR 2023AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection
833. CVPR 2023AUNet: Learning Relations Between Action Units for Face Forgery Detection
834. CVPR 2023AutoRecon: Automated 3D Object Discovery and Reconstruction
835. CVPR 2023Azimuth Super-Resolution for FMCW Radar in Autonomous Driving
836. CVPR 2023Balanced Energy Regularization Loss for Out-of-Distribution Detection
837. CVPR 2023Benchmarking Robustness of 3D Object Detection to Common Corruptions
838. CVPR 2023BEV-LaneDet: An Efficient 3D Lane Detection Based on Virtual Camera via Key-Points
839. CVPR 2023BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks
840. CVPR 2023BEVHeight: A Robust Framework for Vision-Based Roadside 3D Object Detection
841. CVPR 2023Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object Detection
842. CVPR 2023Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection
843. CVPR 2023Biomechanics-Guided Facial Action Unit Detection Through Force Modeling
844. CVPR 2023Block Selection Method for Using Feature Norm in Out-of-Distribution Detection
845. CVPR 2023Boosting Detection in Crowd Analysis via Underutilized Output Features
846. CVPR 2023Boosting Video Object Segmentation via Space-Time Correspondence Learning
847. CVPR 2023Box-Level Active Detection
848. CVPR 2023Breaking the "Object" in Video Object Segmentation
849. CVPR 2023Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection
850. CVPR 2023Camouflaged Object Detection With Feature Decomposition and Edge Reconstruction

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.