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 13 of 23

601. CVPR 2024Dual Prototype Attention for Unsupervised Video Object Segmentation
602. CVPR 2024EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation
603. CVPR 2024EASE-DETR: Easing the Competition among Object Queries
604. CVPR 2024Effective Video Mirror Detection with Inconsistent Motion Cues
605. CVPR 2024Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization
606. CVPR 2024End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames
607. CVPR 2024Endow SAM with Keen Eyes: Temporal-spatial Prompt Learning for Video Camouflaged Object Detection
608. CVPR 2024Enhancing 3D Object Detection with 2D Detection-Guided Query Anchors
609. CVPR 2024Enhancing the Power of OOD Detection via Sample-Aware Model Selection
610. CVPR 2024Error Detection in Egocentric Procedural Task Videos
611. CVPR 2024Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline
612. CVPR 2024Event-assisted Low-Light Video Object Segmentation
613. CVPR 2024EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
614. CVPR 2024Exploiting Style Latent Flows for Generalizing Deepfake Video Detection
615. CVPR 2024Exploring Orthogonality in Open World Object Detection
616. CVPR 2024Exploring Pose-Aware Human-Object Interaction via Hybrid Learning
617. CVPR 2024Exploring Region-Word Alignment in Built-in Detector for Open-Vocabulary Object Detection
618. CVPR 2024Exploring the Potential of Large Foundation Models for Open-Vocabulary HOI Detection
619. CVPR 2024FaceLift: Semi-supervised 3D Facial Landmark Localization
620. CVPR 2024Few-Shot Object Detection with Foundation Models
621. CVPR 2024FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders
622. CVPR 2024Fully Geometric Panoramic Localization
623. CVPR 2024G-HOP: Generative Hand-Object Prior for Interaction Reconstruction and Grasp Synthesis
624. CVPR 2024GAFusion: Adaptive Fusing LiDAR and Camera with Multiple Guidance for 3D Object Detection
625. CVPR 2024GEARS: Local Geometry-aware Hand-object Interaction Synthesis
626. CVPR 2024General Object Foundation Model for Images and Videos at Scale
627. CVPR 2024Generalizing 6-DoF Grasp Detection via Domain Prior Knowledge
628. CVPR 2024Generating Enhanced Negatives for Training Language-Based Object Detectors
629. CVPR 2024Generative Region-Language Pretraining for Open-Ended Object Detection
630. CVPR 2024GeoReF: Geometric Alignment Across Shape Variation for Category-level Object Pose Refinement
631. CVPR 2024GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence
632. CVPR 2024GLOW: Global Layout Aware Attacks on Object Detection
633. CVPR 2024Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection
634. CVPR 2024Guided Slot Attention for Unsupervised Video Object Segmentation
635. CVPR 2024HandBooster: Boosting 3D Hand-Mesh Reconstruction by Conditional Synthesis and Sampling of Hand-Object Interactions
636. CVPR 2024Harnessing Large Language Models for Training-free Video Anomaly Detection
637. CVPR 2024HINTED: Hard Instance Enhanced Detector with Mixed-Density Feature Fusion for Sparsely-Supervised 3D Object Detection
638. CVPR 2024HiPose: Hierarchical Binary Surface Encoding and Correspondence Pruning for RGB-D 6DoF Object Pose Estimation
639. CVPR 2024HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data
640. CVPR 2024HOISDF: Constraining 3D Hand-Object Pose Estimation with Global Signed Distance Fields
641. CVPR 2024HouseCat6D - A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic Scenarios
642. CVPR 2024Hybrid Proposal Refiner: Revisiting DETR Series from the Faster R-CNN Perspective
643. CVPR 2024Hyperbolic Anomaly Detection
644. CVPR 2024I'M HOI: Inertia-aware Monocular Capture of 3D Human-Object Interactions
645. CVPR 2024ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection
646. CVPR 2024iKUN: Speak to Trackers without Retraining
647. CVPR 2024Image Sculpting: Precise Object Editing with 3D Geometry Control
648. CVPR 2024ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object
649. CVPR 2024IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation
650. CVPR 2024Improving Distant 3D Object Detection Using 2D Box Supervision

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.