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 17 of 57

801. CVPR 2025LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion.
802. CVPR 2025Learning Class Prototypes for Unified Sparse-Supervised 3D Object Detection
803. CVPR 2025Learning Endogenous Attention for Incremental Object Detection
804. CVPR 2025Leveraging 3D Geometric Priors in 2D Rotation Symmetry Detection
805. CVPR 2025Leveraging Perturbation Robustness to Enhance Out-of-Distribution Detection
806. CVPR 2025Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection
807. CVPR 2025LightLoc: Learning Outdoor LiDAR Localization at Light Speed
808. CVPR 2025LiVOS: Light Video Object Segmentation with Gated Linear Matching
809. CVPR 2025LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models
810. CVPR 2025Locality-Aware Zero-Shot Human-Object Interaction Detection
811. CVPR 2025M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation
812. CVPR 2025MAD: Memory-Augmented Detection of 3D Objects
813. CVPR 2025ManiVideo: Generating Hand-Object Manipulation Video with Dexterous and Generalizable Grasping
814. CVPR 2025MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects
815. CVPR 2025Material Anything: Generating Materials for Any 3D Object via Diffusion
816. CVPR 2025MeshArt: Generating Articulated Meshes with Structure-Guided Transformers
817. CVPR 2025MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis
818. CVPR 2025MFogHub: Bridging Multi-Regional and Multi-Satellite Data for Global Marine Fog Detection and Forecasting
819. CVPR 2025MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism
820. CVPR 2025Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
821. CVPR 2025MITracker: Multi-View Integration for Visual Object Tracking
822. CVPR 2025Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks
823. CVPR 2025MonoDGP: Monocular 3D Object Detection with Decoupled-Query and Geometry-Error Priors
824. CVPR 2025MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection
825. CVPR 2025MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection
826. CVPR 2025MonSter: Marry Monodepth to Stereo Unleashes Power
827. CVPR 2025MOS: Modeling Object-Scene Associations in Generalized Category Discovery
828. CVPR 2025Mr. DETR: Instructive Multi-Route Training for Detection Transformers
829. CVPR 2025MTADiffusion: Mask Text Alignment Diffusion Model for Object Inpainting
830. CVPR 2025Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties
831. CVPR 2025Multi-View Pose-Agnostic Change Localization with Zero Labels
832. CVPR 2025Multiple Object Tracking as ID Prediction
833. CVPR 2025Multitwine: Multi-Object Compositing with Text and Layout Control
834. CVPR 2025MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking
835. CVPR 2025Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion
836. CVPR 2025Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory
837. CVPR 2025Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection
838. CVPR 2025Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset
839. CVPR 2025Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation
840. CVPR 2025Object-Shot Enhanced Grounding Network for Egocentric Video
841. CVPR 2025ObjectMover: Generative Object Movement with Video Prior
842. CVPR 2025Odd-One-Out: Anomaly Detection by Comparing with Neighbors
843. CVPR 2025Omnidirectional Multi-Object Tracking
844. CVPR 2025ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation
845. CVPR 2025One-for-More: Continual Diffusion Model for Anomaly Detection
846. CVPR 2025One-shot 3D Object Canonicalization based on Geometric and Semantic Consistency
847. CVPR 2025One2Any: One-Reference 6D Pose Estimation for Any Object
848. CVPR 2025OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary
849. CVPR 2025Open-World Objectness Modeling Unifies Novel Object Detection
850. CVPR 2025Opportunistic Single-Photon Time of Flight

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.