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

667 papers, page 9 of 14

401. NeurIPS 2024MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
402. NeurIPS 2024Multistable Shape from Shading Emerges from Patch Diffusion
403. NeurIPS 2024Multiview Scene Graph
404. NeurIPS 2024MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images
405. NeurIPS 2024MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps
406. NeurIPS 2024NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
407. NeurIPS 2024Neural Gaffer: Relighting Any Object via Diffusion
408. NeurIPS 2024Neural Isometries: Taming Transformations for Equivariant ML
409. NeurIPS 2024Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
410. NeurIPS 2024Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses
411. NeurIPS 2024Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
412. NeurIPS 2024NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction
413. NeurIPS 2024NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
414. NeurIPS 2024No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
415. NeurIPS 2024No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
416. NeurIPS 2024NoiseGPT: Label Noise Detection and Rectification through Probability Curvature
417. NeurIPS 2024Nonlinear dynamics of localization in neural receptive fields
418. NeurIPS 2024Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
419. NeurIPS 2024Not Just Object, But State: Compositional Incremental Learning without Forgetting
420. NeurIPS 2024Novel Object Synthesis via Adaptive Text-Image Harmony
421. NeurIPS 2024NVRC: Neural Video Representation Compression
422. NeurIPS 2024OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
423. NeurIPS 2024Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
424. NeurIPS 2024OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
425. NeurIPS 2024ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models
426. NeurIPS 2024ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
427. NeurIPS 2024OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
428. NeurIPS 2024On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
429. NeurIPS 2024On the Surprising Effectiveness of Attention Transfer for Vision Transformers
430. NeurIPS 2024On the Use of Anchoring for Training Vision Models
431. NeurIPS 2024On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance
432. NeurIPS 2024One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection
433. NeurIPS 2024One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
434. NeurIPS 2024One-Step Effective Diffusion Network for Real-World Image Super-Resolution
435. NeurIPS 2024One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
436. NeurIPS 2024OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
437. NeurIPS 2024OnlineTAS: An Online Baseline for Temporal Action Segmentation
438. NeurIPS 2024OPEL: Optimal Transport Guided ProcedurE Learning
439. NeurIPS 2024Open-Vocabulary Object Detection via Language Hierarchy
440. NeurIPS 2024Optimal Transport-based Labor-free Text Prompt Modeling for Sketch Re-identification
441. NeurIPS 2024Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos
442. NeurIPS 2024OPUS: Occupancy Prediction Using a Sparse Set
443. NeurIPS 2024Out-of-Distribution Detection with a Single Unconditional Diffusion Model
444. NeurIPS 2024Out-Of-Distribution Detection with Diversification (Provably)
445. NeurIPS 2024OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking
446. NeurIPS 2024OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning
447. NeurIPS 2024OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning
448. NeurIPS 2024Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
449. NeurIPS 2024Parameter-Inverted Image Pyramid Networks
450. NeurIPS 2024pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization

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.