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 8 of 23

351. CVPR 2025Face Forgery Video Detection via Temporal Forgery Cue Unraveling
352. CVPR 2025FASTer: Focal token Acquiring-and-Scaling Transformer for Long-term 3D Objection Detection
353. CVPR 2025Feature Information Driven Position Gaussian Distribution Estimation for Tiny Object Detection
354. CVPR 2025Feature Spectrum Learning for Remote Sensing Change Detection
355. CVPR 2025FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error
356. CVPR 2025FlexUOD: The Answer to Real-world Unsupervised Image Outlier Detection
357. CVPR 2025Floxels: Fast Unsupervised Voxel Based Scene Flow Estimation
358. CVPR 2025Focusing on Tracks for Online Multi-Object Tracking
359. CVPR 2025Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images
360. CVPR 2025Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection
361. CVPR 2025Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
362. CVPR 2025Foveated Instance Segmentation
363. CVPR 2025Fractal Calibration for Long-tailed Object Detection
364. CVPR 2025FreqDebias: Towards Generalizable Deepfake Detection via Consistency-Driven Frequency Debiasing
365. CVPR 2025FSHNet: Fully Sparse Hybrid Network for 3D Object Detection
366. CVPR 2025G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object Manipulation
367. CVPR 2025GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection
368. CVPR 2025Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
369. CVPR 2025GBlobs: Explicit Local Structure via Gaussian Blobs for Improved Cross-Domain LiDAR-based 3D Object Detection
370. CVPR 2025GCE-Pose: Global Context Enhancement for Category-level Object Pose Estimation
371. CVPR 2025Generalizable Object Keypoint Localization from Generative Priors
372. CVPR 2025Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection
373. CVPR 2025Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
374. CVPR 2025Generating 6DoF Object Manipulation Trajectories from Action Description in Egocentric Vision
375. CVPR 2025GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation
376. CVPR 2025GLASS: Guided Latent Slot Diffusion for Object-Centric Learning
377. CVPR 2025Glossy Object Reconstruction with Cost-effective Polarized Acquisition
378. CVPR 2025GO-N3RDet: Geometry Optimized NeRF-enhanced 3D Object Detector
379. CVPR 2025GOAL: Global-local Object Alignment Learning
380. CVPR 2025GRAE-3DMOT: Geometry Relation-Aware Encoder for Online 3D Multi-Object Tracking
381. CVPR 2025Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection
382. CVPR 2025GREAT: Geometry-Intention Collaborative Inference for Open-Vocabulary 3D Object Affordance Grounding
383. CVPR 2025Grounding 3D Object Affordance with Language Instructions, Visual Observations and Interactions
384. CVPR 2025GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction
385. CVPR 2025Guiding Human-Object Interactions with Rich Geometry and Relations
386. CVPR 2025H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection
387. CVPR 2025Hand-held Object Reconstruction from RGB Video with Dynamic Interaction
388. CVPR 2025Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning
389. CVPR 2025High-fidelity 3D Object Generation from Single Image with RGBN-Volume Gaussian Reconstruction Model
390. CVPR 2025HoGS: Unified Near and Far Object Reconstruction via Homogeneous Gaussian Splatting
391. CVPR 2025HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models
392. CVPR 2025HORP: Human-Object Relation Priors Guided HOI Detection
393. CVPR 2025HOT3D: Hand and Object Tracking in 3D from Egocentric Multi-View Videos
394. CVPR 2025ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
395. CVPR 2025IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification
396. CVPR 2025iG-6DoF: Model-free 6DoF Pose Estimation for Unseen Object via Iterative 3D Gaussian Splatting
397. CVPR 2025Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching
398. CVPR 2025Incremental Object Keypoint Learning
399. CVPR 2025InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation
400. CVPR 2025InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions

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.