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

265 papers, page 2 of 6

51. ICML 2026FUSE: Frequency-domain Unification and Spectral Energy Alignment for Multi-modal Object Re-Identification
52. ICML 2026GEM-FI: Gated Evidential Mixtures with Fisher Modulation
53. ICML 2026Generalist Graph Anomaly Detection via Prototype-Based Distillation
54. ICML 2026Geometric Decoupling: Diagnosing the Structural Instability of Latent
55. ICML 2026Geometry-Guided Modeling of Foundation Features Enables Generalizable Object Shape Deformation Learning
56. ICML 2026HaloProbe: Bayesian Detection and Mitigation of Object Hallucinations in Vision-Language Models
57. ICML 2026Harnessing Reasoning Trajectories for Hallucination Detection via Answer-agreement Representation Shaping
58. ICML 2026Hide and Seek in Embedding Space: Geometry-based Steganography and Detection in Large Language Models
59. ICML 2026Hierarchical ODE: Learning Continuous-Time Physical Prototypes for Early Link Failure Detection
60. ICML 2026How Out-of-Distribution Detection Learning Theory Enhances Transformer: Learnability and Reliability
61. ICML 2026HSMAD: Heterophily-Driven Spectral and Manifold Learning for Graph Anomaly Detection
62. ICML 2026HyperPotter: Spell the Charm of High-Order Interactions in Audio Deepfake Detection
63. ICML 2026IMPACT: Influence Modeling for Open-Set Time Series Anomaly Detection
64. ICML 2026Induction Meets Biology: Mechanisms of Repeat Detection in Protein Language Models
65. ICML 2026InfoGeo: Information-Theoretic Object-Centric Learning for Cross-View Generalizable UAV Geo-Localization
66. ICML 2026Instruction Lens Score: Your Instruction Contributes a Powerful Object Hallucination Detector for Multimodal Large Language Models
67. ICML 2026IPMark: A Sentence-Level Watermark for LLMs with Hierarchical Personalization and Efficient Detection
68. ICML 2026Knowing the Unknown: Interpretable Open-World Object Detection via Concept Decomposition Model
69. ICML 2026Learnable Kernel Density Estimation for Graphs and Its Application to Graph-Level Anomaly Detection
70. ICML 2026Learning Attribute–Affordance Hierarchies in Hyperbolic Space for Open-Vocabulary 3D Object Affordance Grounding
71. ICML 2026Learning Tight Rejection Boundaries without Negatives for Strict One-Class Audio Deepfake Detection
72. ICML 2026LLM Self-Recognition: Steering and Retrieving Activation Signatures
73. ICML 2026LORD-GoF: A Robust Online Detection Approach for LLM Watermarks in Sparse and Mixed Streams
74. ICML 2026Memory-Distilled Selection for Noise-Robust Anomaly Detection
75. ICML 2026MFH-NAS:A Hybrid Neural Architecture Search Framework for Multimodal Fusion Object Detection
76. ICML 2026MV-FGAD: Towards Efficient and Effective Federated Graph Anomaly Detection via Multi-view Learning
77. ICML 2026Noise-Robust Density Estimation for Tabular Data Anomaly Detection
78. ICML 2026Normality Calibration in Semi-supervised Graph Anomaly Detection
79. ICML 2026Object-level Semantic and Spatial Distillation for Open Vocabulary Detection
80. ICML 2026ObjEmbed: Towards Universal Multimodal Object Embeddings
81. ICML 2026OBJVanish: Prompt-Driven Generation of Physically Realizable 3D LiDAR-Invisible Objects
82. ICML 2026On the Salience of Low-Probability Tokens for AI-Generated Text Detection: A Multiscale Uncertainty Perspective
83. ICML 2026One Probe Won’t Catch Them All: Towards Targeted Deception Detection
84. ICML 2026OOVDet: Low-Density Prior Learning for Zero-Shot Out-of-Vocabulary Object Detection
85. ICML 2026PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection
86. ICML 2026Plan, Decouple, Assimilate: Physics-Aware Object Insertion in Remote Sensing Imagery
87. ICML 2026PMSPO: Progressive Matching and Semantic-Aware Policy Optimization for Camouflaged Object Detection
88. ICML 2026Privacy-Aware Video Anomaly Detection through Orthogonal Subspace Projection
89. ICML 2026Provable Training Data Identification for Large Language Models
90. ICML 2026QuantWear: Quantum-scale Wear Particle Detection for Jet Engine Diagnosis
91. ICML 2026RA-Det: Towards Universal Detection of AI-Generated Images via Robustness Asymmetry
92. ICML 2026Radial Scaling Voxelization for Accurate Small Object 3D Detection
93. ICML 2026Real Data Lies: Unveiling and Closing the Quality Shortcut in Generalizable AI-Generated Video Detection
94. ICML 2026Reliable Neighborhood-Aware Multi-View Outlier Detection
95. ICML 2026RELO: Reinforcement Learning to Localize for Visual Object Tracking
96. ICML 2026Respecting Modality Gap in Post-hoc Out-of-distribution Detection with Pre-trained Vision-Language Models
97. ICML 2026Rethinking Pretraining Data Detection for LLMs: From Local to Global
98. ICML 2026Rethinking Temporal Consistency in Video Object-Centric Learning: From Prediction to Correspondence
99. ICML 2026REVIS: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models
100. ICML 2026SCoA: Revisiting Domain Generalized Object Detection with Style-Conditioned Adaptation

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.