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 49 of 57

2401. CVPR 2023DETRs With Hybrid Matching
2402. CVPR 2023DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
2403. CVPR 2023DIP: Dual Incongruity Perceiving Network for Sarcasm Detection
2404. CVPR 2023Discriminating Known From Unknown Objects via Structure-Enhanced Recurrent Variational AutoEncoder
2405. CVPR 2023Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection
2406. CVPR 2023Distilling Focal Knowledge From Imperfect Expert for 3D Object Detection
2407. CVPR 2023Diversity-Measurable Anomaly Detection
2408. CVPR 2023Divide and Conquer: Answering Questions With Object Factorization and Compositional Reasoning
2409. CVPR 2023Doubly Right Object Recognition: A Why Prompt for Visual Rationales
2410. CVPR 2023Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection
2411. CVPR 2023Dynamic Graph Learning With Content-Guided Spatial-Frequency Relation Reasoning for Deepfake Detection
2412. CVPR 2023DynamicDet: A Unified Dynamic Architecture for Object Detection
2413. CVPR 2023EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision
2414. CVPR 2023Efficient Movie Scene Detection Using State-Space Transformers
2415. CVPR 2023Egocentric Audio-Visual Object Localization
2416. CVPR 2023Egocentric Auditory Attention Localization in Conversations
2417. CVPR 2023End-to-End 3D Dense Captioning With Vote2Cap-DETR
2418. CVPR 2023Enhanced Training of Query-Based Object Detection via Selective Query Recollection
2419. CVPR 2023Evading DeepFake Detectors via Adversarial Statistical Consistency
2420. CVPR 2023EVAL: Explainable Video Anomaly Localization
2421. CVPR 2023Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection
2422. CVPR 2023Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection
2423. CVPR 2023expOSE: Accurate Initialization-Free Projective Factorization Using Exponential Regularization
2424. CVPR 2023Feature Aggregated Queries for Transformer-Based Video Object Detectors
2425. CVPR 2023Feature Shrinkage Pyramid for Camouflaged Object Detection With Transformers
2426. CVPR 2023Focus on Details: Online Multi-Object Tracking With Diverse Fine-Grained Representation
2427. CVPR 2023FrustumFormer: Adaptive Instance-Aware Resampling for Multi-View 3D Detection
2428. CVPR 2023GANmouflage: 3D Object Nondetection With Texture Fields
2429. CVPR 2023GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts
2430. CVPR 2023Gaussian Label Distribution Learning for Spherical Image Object Detection
2431. CVPR 2023GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection
2432. CVPR 2023Generalized UAV Object Detection via Frequency Domain Disentanglement
2433. CVPR 2023Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping
2434. CVPR 2023Generating Features With Increased Crop-Related Diversity for Few-Shot Object Detection
2435. CVPR 2023GraVoS: Voxel Selection for 3D Point-Cloud Detection
2436. CVPR 2023gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object Reconstruction
2437. CVPR 2023Harmonious Feature Learning for Interactive Hand-Object Pose Estimation
2438. CVPR 2023Harmonious Teacher for Cross-Domain Object Detection
2439. CVPR 2023Hierarchical Fine-Grained Image Forgery Detection and Localization
2440. CVPR 2023Hierarchical Semantic Contrast for Scene-Aware Video Anomaly Detection
2441. CVPR 2023Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection
2442. CVPR 2023HOICLIP: Efficient Knowledge Transfer for HOI Detection With Vision-Language Models
2443. CVPR 2023HS-Pose: Hybrid Scope Feature Extraction for Category-Level Object Pose Estimation
2444. CVPR 2023Hybrid Active Learning via Deep Clustering for Video Action Detection
2445. CVPR 2023Implicit Identity Driven Deepfake Face Swapping Detection
2446. CVPR 2023Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
2447. CVPR 2023In-Hand 3D Object Scanning From an RGB Sequence
2448. CVPR 2023Indiscernible Object Counting in Underwater Scenes
2449. CVPR 2023Inferring and Leveraging Parts From Object Shape for Improving Semantic Image Synthesis
2450. CVPR 2023Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection

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.