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 50 of 57

2451. CVPR 2023Instant-NVR: Instant Neural Volumetric Rendering for Human-Object Interactions From Monocular RGBD Stream
2452. CVPR 2023InstMove: Instance Motion for Object-Centric Video Segmentation
2453. CVPR 2023Integrally Pre-Trained Transformer Pyramid Networks
2454. CVPR 2023Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models
2455. CVPR 2023Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections
2456. CVPR 2023itKD: Interchange Transfer-Based Knowledge Distillation for 3D Object Detection
2457. CVPR 2023Jedi: Entropy-Based Localization and Removal of Adversarial Patches
2458. CVPR 2023Knowledge Combination To Learn Rotated Detection Without Rotated Annotation
2459. CVPR 2023Large-Scale Training Data Search for Object Re-Identification
2460. CVPR 2023LargeKernel3D: Scaling Up Kernels in 3D Sparse CNNs
2461. CVPR 2023Layout-Based Causal Inference for Object Navigation
2462. CVPR 2023Learned Two-Plane Perspective Prior Based Image Resampling for Efficient Object Detection
2463. CVPR 2023Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization
2464. CVPR 2023Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection
2465. CVPR 2023Learning To Detect and Segment for Open Vocabulary Object Detection
2466. CVPR 2023Learning To Segment Every Referring Object Point by Point
2467. CVPR 2023Learning Transformation-Predictive Representations for Detection and Description of Local Features
2468. CVPR 2023Learning Transformations To Reduce the Geometric Shift in Object Detection
2469. CVPR 2023LEGO-Net: Learning Regular Rearrangements of Objects in Rooms
2470. CVPR 2023LINe: Out-of-Distribution Detection by Leveraging Important Neurons
2471. CVPR 2023Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving
2472. CVPR 2023LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding
2473. CVPR 2023LoGoNet: Towards Accurate 3D Object Detection With Local-to-Global Cross-Modal Fusion
2474. CVPR 2023Look Around for Anomalies: Weakly-Supervised Anomaly Detection via Context-Motion Relational Learning
2475. CVPR 2023Look Before You Match: Instance Understanding Matters in Video Object Segmentation
2476. CVPR 2023LSTFE-Net:Long Short-Term Feature Enhancement Network for Video Small Object Detection
2477. CVPR 2023MaLP: Manipulation Localization Using a Proactive Scheme
2478. CVPR 2023Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection With Single Point Supervision
2479. CVPR 2023Mask DINO: Towards a Unified Transformer-Based Framework for Object Detection and Segmentation
2480. CVPR 2023MDQE: Mining Discriminative Query Embeddings To Segment Occluded Instances on Challenging Videos
2481. CVPR 2023MED-VT: Multiscale Encoder-Decoder Video Transformer With Application To Object Segmentation
2482. CVPR 2023Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding
2483. CVPR 2023Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection
2484. CVPR 2023MetaFusion: Infrared and Visible Image Fusion via Meta-Feature Embedding From Object Detection
2485. CVPR 2023MethaneMapper: Spectral Absorption Aware Hyperspectral Transformer for Methane Detection
2486. CVPR 2023MixTeacher: Mining Promising Labels With Mixed Scale Teacher for Semi-Supervised Object Detection
2487. CVPR 2023Mobile User Interface Element Detection via Adaptively Prompt Tuning
2488. CVPR 2023MobileOne: An Improved One Millisecond Mobile Backbone
2489. CVPR 2023MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation
2490. CVPR 2023MoDAR: Using Motion Forecasting for 3D Object Detection in Point Cloud Sequences
2491. CVPR 2023Modeling the Distributional Uncertainty for Salient Object Detection Models
2492. CVPR 2023MonoATT: Online Monocular 3D Object Detection With Adaptive Token Transformer
2493. CVPR 2023MOSO: Decomposing MOtion, Scene and Object for Video Prediction
2494. CVPR 2023MotionTrack: Learning Robust Short-Term and Long-Term Motions for Multi-Object Tracking
2495. CVPR 2023MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors
2496. CVPR 2023MSF: Motion-Guided Sequential Fusion for Efficient 3D Object Detection From Point Cloud Sequences
2497. CVPR 2023MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID
2498. CVPR 2023MSMDFusion: Fusing LiDAR and Camera at Multiple Scales With Multi-Depth Seeds for 3D Object Detection
2499. CVPR 2023Multi-Object Manipulation via Object-Centric Neural Scattering Functions
2500. CVPR 2023Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains

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.