Object Detection papers, 2023–2026
Detection and localization
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 2,809 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 88 | 67 | 32 | 298 | 485 |
| 2024 | 667 | 78 | 55 | 272 | 1,072 |
| 2025 | 175 | 85 | 57 | 254 | 571 |
| 2026 | 179 | 95 | 121 | 286 | 681 |
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
298 papers, page 5 of 6
- CVPR 2023OpenMix: Exploring Outlier Samples for Misclassification Detection
- CVPR 2023Optimal Proposal Learning for Deployable End-to-End Pedestrian Detection
- CVPR 2023OReX: Object Reconstruction From Planar Cross-Sections Using Neural Fields
- CVPR 2023OvarNet: Towards Open-Vocabulary Object Attribute Recognition
- CVPR 2023Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection
- CVPR 2023PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point Clouds
- CVPR 2023PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection
- CVPR 2023Pixels, Regions, and Objects: Multiple Enhancement for Salient Object Detection
- CVPR 2023PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection
- CVPR 2023Pointersect: Neural Rendering With Cloud-Ray Intersection
- CVPR 2023Post-Processing Temporal Action Detection
- CVPR 2023PROB: Probabilistic Objectness for Open World Object Detection
- CVPR 2023Prototypical Residual Networks for Anomaly Detection and Localization
- CVPR 2023PVT-SSD: Single-Stage 3D Object Detector With Point-Voxel Transformer
- CVPR 2023PyramidFlow: High-Resolution Defect Contrastive Localization Using Pyramid Normalizing Flow
- CVPR 2023Q-DETR: An Efficient Low-Bit Quantized Detection Transformer
- CVPR 2023Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
- CVPR 2023Real-Time Multi-Person Eyeblink Detection in the Wild for Untrimmed Video
- CVPR 2023RealFusion: 360deg Reconstruction of Any Object From a Single Image
- CVPR 2023Recurrence Without Recurrence: Stable Video Landmark Detection With Deep Equilibrium Models
- CVPR 2023Recurrent Vision Transformers for Object Detection With Event Cameras
- CVPR 2023Referring Multi-Object Tracking
- CVPR 2023Region-Aware Pretraining for Open-Vocabulary Object Detection With Vision Transformers
- CVPR 2023Relational Context Learning for Human-Object Interaction Detection
- CVPR 2023Representation Learning for Visual Object Tracking by Masked Appearance Transfer
- CVPR 2023Rethinking Out-of-Distribution (OOD) Detection: Masked Image Modeling Is All You Need
- CVPR 2023Revisiting Reverse Distillation for Anomaly Detection
- CVPR 2023Rigidity-Aware Detection for 6D Object Pose Estimation
- CVPR 2023ScaleDet: A Scalable Multi-Dataset Object Detector
- CVPR 2023ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector
- CVPR 2023SCOTCH and SODA: A Transformer Video Shadow Detection Framework
- CVPR 2023Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container
- CVPR 2023Semi-DETR: Semi-Supervised Object Detection With Detection Transformers
- CVPR 2023Semi-Supervised Stereo-Based 3D Object Detection via Cross-View Consensus
- CVPR 2023Semi-Weakly Supervised Object Kinematic Motion Prediction
- CVPR 2023SeqTrack: Sequence to Sequence Learning for Visual Object Tracking
- CVPR 2023SFD2: Semantic-Guided Feature Detection and Description
- CVPR 2023Shape-Constraint Recurrent Flow for 6D Object Pose Estimation
- CVPR 2023Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning
- CVPR 2023Siamese DETR
- CVPR 2023SIEDOB: Semantic Image Editing by Disentangling Object and Background
- CVPR 2023Simple Cues Lead to a Strong Multi-Object Tracker
- CVPR 2023SimpleNet: A Simple Network for Image Anomaly Detection and Localization
- CVPR 2023SimpSON: Simplifying Photo Cleanup With Single-Click Distracting Object Segmentation Network
- CVPR 2023SmartBrush: Text and Shape Guided Object Inpainting With Diffusion Model
- CVPR 2023SMOC-Net: Leveraging Camera Pose for Self-Supervised Monocular Object Pose Estimation
- CVPR 2023SOOD: Towards Semi-Supervised Oriented Object Detection
- CVPR 2023SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection
- CVPR 2023Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking
- CVPR 2023STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
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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.