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 15 of 23

701. CVPR 2024Neighbor Relations Matter in Video Scene Detection
702. CVPR 2024NetTrack: Tracking Highly Dynamic Objects with a Net
703. CVPR 2024Neural Exposure Fusion for High-Dynamic Range Object Detection
704. CVPR 2024Neural Lineage
705. CVPR 2024Neural Parametric Gaussians for Monocular Non-Rigid Object Reconstruction
706. CVPR 2024NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis
707. CVPR 2024NOPE: Novel Object Pose Estimation from a Single Image
708. CVPR 2024NTO3D: Neural Target Object 3D Reconstruction with Segment Anything
709. CVPR 2024Object Dynamics Modeling with Hierarchical Point Cloud-based Representations
710. CVPR 2024Object Pose Estimation via the Aggregation of Diffusion Features
711. CVPR 2024Object Recognition as Next Token Prediction
712. CVPR 2024On Train-Test Class Overlap and Detection for Image Retrieval
713. CVPR 2024OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning
714. CVPR 2024Open-Vocabulary Object 6D Pose Estimation
715. CVPR 2024Open-Vocabulary Video Anomaly Detection
716. CVPR 2024Open-World Human-Object Interaction Detection via Multi-modal Prompts
717. CVPR 2024Overload: Latency Attacks on Object Detection for Edge Devices
718. CVPR 2024PairDETR : Joint Detection and Association of Human Bodies and Faces
719. CVPR 2024Physics-Aware Hand-Object Interaction Denoising
720. CVPR 2024PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs
721. CVPR 2024Pixel-Aligned Language Model
722. CVPR 2024Plug and Play Active Learning for Object Detection
723. CVPR 2024Point Segment and Count: A Generalized Framework for Object Counting
724. CVPR 2024Point-VOS: Pointing Up Video Object Segmentation
725. CVPR 2024Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervision
726. CVPR 2024PointOBB: Learning Oriented Object Detection via Single Point Supervision
727. CVPR 2024Poly Kernel Inception Network for Remote Sensing Detection
728. CVPR 2024PREGO: Online Mistake Detection in PRocedural EGOcentric Videos
729. CVPR 2024Preserving Fairness Generalization in Deepfake Detection
730. CVPR 2024Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization
731. CVPR 2024Prompt-Enhanced Multiple Instance Learning for Weakly Supervised Video Anomaly Detection
732. CVPR 2024Prompt3D: Random Prompt Assisted Weakly-Supervised 3D Object Detection
733. CVPR 2024PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection
734. CVPR 2024Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection
735. CVPR 2024PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection
736. CVPR 2024Putting the Object Back into Video Object Segmentation
737. CVPR 2024RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features
738. CVPR 2024RadSimReal: Bridging the Gap Between Synthetic and Real Data in Radar Object Detection With Simulation
739. CVPR 2024RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses
740. CVPR 2024RCBEVDet: Radar-camera Fusion in Bird's Eye View for 3D Object Detection
741. CVPR 2024RCL: Reliable Continual Learning for Unified Failure Detection
742. CVPR 2024Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection
743. CVPR 2024RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection
744. CVPR 2024Referring Expression Counting
745. CVPR 2024Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector
746. CVPR 2024Relational Matching for Weakly Semi-Supervised Oriented Object Detection
747. CVPR 2024Resolution Limit of Single-Photon LiDAR
748. CVPR 2024Rethinking Boundary Discontinuity Problem for Oriented Object Detection
749. CVPR 2024Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection
750. CVPR 2024RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos

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.