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 11 of 23

501. CVPR 2025SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object Detection
502. CVPR 2025Simplification Is All You Need against Out-of-Distribution Overconfidence
503. CVPR 2025Solving Instance Detection from an Open-World Perspective
504. CVPR 2025SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic Prompts
505. CVPR 2025SparseAlign: a Fully Sparse Framework for Cooperative Object Detection
506. CVPR 2025Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
507. CVPR 2025Structure from Collision
508. CVPR 2025Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection
509. CVPR 2025Style-Editor: Text-driven Object-centric Style Editing
510. CVPR 2025Supervising Sound Localization by In-the-wild Egomotion
511. CVPR 2025TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection
512. CVPR 2025TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation
513. CVPR 2025Temporal Action Detection Model Compression by Progressive Block Drop
514. CVPR 2025Temporally Consistent Object-Centric Learning by Contrasting Slots
515. CVPR 2025Test-Time Backdoor Detection for Object Detection Models
516. CVPR 2025The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf
517. CVPR 2025Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency
518. CVPR 2025Towards Generalizable Scene Change Detection
519. CVPR 2025Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion
520. CVPR 2025Towards RAW Object Detection in Diverse Conditions
521. CVPR 2025Towards Training-free Anomaly Detection with Vision and Language Foundation Models
522. CVPR 2025Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network
523. CVPR 2025Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection
524. CVPR 2025Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline
525. CVPR 2025UA-Pose: Uncertainty-Aware 6D Object Pose Estimation and Online Object Completion with Partial References
526. CVPR 2025UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning
527. CVPR 2025Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection
528. CVPR 2025UniHOPE: A Unified Approach for Hand-Only and Hand-Object Pose Estimation
529. CVPR 2025UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection
530. CVPR 2025UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection
531. CVPR 2025UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
532. CVPR 2025UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image
533. CVPR 2025Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis
534. CVPR 2025V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection
535. CVPR 2025VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models
536. CVPR 2025ViKIENet: Towards Efficient 3D Object Detection with Virtual Key Instance Enhanced Network
537. CVPR 2025Visual Consensus Prompting for Co-Salient Object Detection
538. CVPR 2025VODiff: Controlling Object Visibility Order in Text-to-Image Generation
539. CVPR 2025Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection
540. CVPR 2025WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild
541. CVPR 20243DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features
542. CVPR 20246D-Diff: A Keypoint Diffusion Framework for 6D Object Pose Estimation
543. CVPR 2024A-Teacher: Asymmetric Network for 3D Semi-Supervised Object Detection
544. CVPR 2024Action Detection via an Image Diffusion Process
545. CVPR 2024Active Domain Adaptation with False Negative Prediction for Object Detection
546. CVPR 2024Active Object Detection with Knowledge Aggregation and Distillation from Large Models
547. CVPR 2024ADA-Track: End-to-End Multi-Camera 3D Multi-Object Tracking with Alternating Detection and Association
548. CVPR 2024Adapting Short-Term Transformers for Action Detection in Untrimmed Videos
549. CVPR 2024Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
550. CVPR 2024Adaptive Slot Attention: Object Discovery with Dynamic Slot Number

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.