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 9 of 57

401. ICML 2026Breaking Manifold Continuity: Vector Quantized Modeling for Real-Centric Deepfake Detection
402. ICML 2026Causal-aware Anomaly Detection for Tabular Data
403. ICML 2026CLINIC: Towards High-quality Graph Out-Of-Distribution Detection
404. ICML 2026Cluster-Aware Causal Mixer for Online Anomaly Detection in Multivariate Time Series
405. ICML 2026CodeMamba: Shifting from Target Semantics to Self-Supervised Background Manifold Learning for Singularity Detection in Infrared Sequences
406. ICML 2026CODiff: One-Step Diffusion Model for Camouflaged Object Detection
407. ICML 2026COGNOS: Universal Enhancement for Time Series Anomaly Detection via Constrained Gaussian-Noise Optimization and Smoothing
408. ICML 2026Continuous Viewpoint Adaptation for Single View 3D Object Reconstruction
409. ICML 2026Controlled Dynamics Attractor Transformer
410. ICML 2026Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory
411. ICML 2026CSOR: Coreset Selection for Object Re-identification via Class Pruning
412. ICML 2026DAL: A Practical Prior-Free Black-Box Framework for Piecewise Stationary Bandits
413. ICML 2026DecomPose: Disentangling Cross-Category Optimization Contention for Category-Level 6D Object Pose Estimation
414. ICML 2026Denoising without Diffusion: Fixed-Noise Denoiser Anomaly Detection in Tabular Data
415. ICML 2026Detecting Contextual Hallucinations in Large Language Models with Frequency-Aware Attention
416. ICML 2026Divide and Conquer: Reliable Multi-View Evidential Learning for Deepfake Detection
417. ICML 2026DLO-Lab: Benchmarking Deformable Linear Object Manipulations with Differentiable Physics
418. ICML 2026Domain Adaptive Object Detection via Dynamic Causal Refinement
419. ICML 2026DOUBT: Decoupled Object-level Understanding and Bridging via vMF-based Trustworthiness for Hallucination Detection in MLLMs
420. ICML 2026DroneDINO: Towards Heterogeneous Routed Mixture of Experts for Drone-based Unified Object Detection
421. ICML 2026Embodied-DETR: End-to-End Temporal 3D Object Detection in Egocentric Views
422. ICML 2026Evaluating Object-Centric Models beyond Object Discovery
423. ICML 2026Exploring Motif-based Heterogeneous Graph Learning for ReDoS Detection
424. ICML 2026Factor-Wise Homogeneity of Slot-Attention for Continual Object-Centric Learning
425. ICML 2026FakeWorld 1.0: An Omni-modal Benchmark for Fake Media and Content
426. ICML 2026Focus, Align, and Sustain: Counteracting Gradient Dilution in Incremental Object Detection
427. ICML 2026FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Policy Optimization
428. ICML 2026ForensicConcept: Transferable Forensic Concepts for AIGI Detection
429. ICML 2026From Flat Facts to Sharp Hallucinations: Detecting Stubborn Errors via Gradient Sensitivity
430. ICML 2026From Out-of-Distribution Detection to Hallucination Detection: A Geometric View
431. ICML 2026From Zero to Hero: Advancing Zero-Shot Foundation Models for Tabular Outlier Detection
432. ICML 2026FUSE: Frequency-domain Unification and Spectral Energy Alignment for Multi-modal Object Re-Identification
433. ICML 2026GEM-FI: Gated Evidential Mixtures with Fisher Modulation
434. ICML 2026Generalist Graph Anomaly Detection via Prototype-Based Distillation
435. ICML 2026Geometric Decoupling: Diagnosing the Structural Instability of Latent
436. ICML 2026Geometry-Guided Modeling of Foundation Features Enables Generalizable Object Shape Deformation Learning
437. ICML 2026HaloProbe: Bayesian Detection and Mitigation of Object Hallucinations in Vision-Language Models
438. ICML 2026Harnessing Reasoning Trajectories for Hallucination Detection via Answer-agreement Representation Shaping
439. ICML 2026Hide and Seek in Embedding Space: Geometry-based Steganography and Detection in Large Language Models
440. ICML 2026Hierarchical ODE: Learning Continuous-Time Physical Prototypes for Early Link Failure Detection
441. ICML 2026How Out-of-Distribution Detection Learning Theory Enhances Transformer: Learnability and Reliability
442. ICML 2026HSMAD: Heterophily-Driven Spectral and Manifold Learning for Graph Anomaly Detection
443. ICML 2026HyperPotter: Spell the Charm of High-Order Interactions in Audio Deepfake Detection
444. ICML 2026IMPACT: Influence Modeling for Open-Set Time Series Anomaly Detection
445. ICML 2026Induction Meets Biology: Mechanisms of Repeat Detection in Protein Language Models
446. ICML 2026InfoGeo: Information-Theoretic Object-Centric Learning for Cross-View Generalizable UAV Geo-Localization
447. ICML 2026Instruction Lens Score: Your Instruction Contributes a Powerful Object Hallucination Detector for Multimodal Large Language Models
448. ICML 2026IPMark: A Sentence-Level Watermark for LLMs with Hierarchical Personalization and Efficient Detection
449. ICML 2026Knowing the Unknown: Interpretable Open-World Object Detection via Concept Decomposition Model
450. ICML 2026Learnable Kernel Density Estimation for Graphs and Its Application to Graph-Level Anomaly 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.