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 42 of 57

2051. NeurIPS 2024Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
2052. NeurIPS 2024Multi-Scale VMamba: Hierarchy in Hierarchy Visual State Space Model
2053. NeurIPS 2024Multi-times Monte Carlo Rendering for Inter-reflection Reconstruction
2054. NeurIPS 2024Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis
2055. NeurIPS 2024Multilingual Diversity Improves Vision-Language Representations
2056. NeurIPS 2024Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
2057. NeurIPS 2024MultiOrg: A Multi-rater Organoid-detection Dataset
2058. NeurIPS 2024MultiPull: Detailing Signed Distance Functions by Pulling Multi-Level Queries at Multi-Step
2059. NeurIPS 2024Multistable Shape from Shading Emerges from Patch Diffusion
2060. NeurIPS 2024Multiview Scene Graph
2061. NeurIPS 2024MV2Cyl: Reconstructing 3D Extrusion Cylinders from Multi-View Images
2062. NeurIPS 2024MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps
2063. NeurIPS 2024NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
2064. NeurIPS 2024Neural Gaffer: Relighting Any Object via Diffusion
2065. NeurIPS 2024Neural Isometries: Taming Transformations for Equivariant ML
2066. NeurIPS 2024Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
2067. NeurIPS 2024Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses
2068. NeurIPS 2024Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
2069. NeurIPS 2024NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction
2070. NeurIPS 2024NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
2071. NeurIPS 2024No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
2072. NeurIPS 2024No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
2073. NeurIPS 2024NoiseGPT: Label Noise Detection and Rectification through Probability Curvature
2074. NeurIPS 2024Nonlinear dynamics of localization in neural receptive fields
2075. NeurIPS 2024Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
2076. NeurIPS 2024Not Just Object, But State: Compositional Incremental Learning without Forgetting
2077. NeurIPS 2024Novel Object Synthesis via Adaptive Text-Image Harmony
2078. NeurIPS 2024NVRC: Neural Video Representation Compression
2079. NeurIPS 2024OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
2080. NeurIPS 2024Octopus: A Multi-modal LLM with Parallel Recognition and Sequential Understanding
2081. NeurIPS 2024OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
2082. NeurIPS 2024ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models
2083. NeurIPS 2024ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
2084. NeurIPS 2024OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
2085. NeurIPS 2024On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
2086. NeurIPS 2024On the Surprising Effectiveness of Attention Transfer for Vision Transformers
2087. NeurIPS 2024On the Use of Anchoring for Training Vision Models
2088. NeurIPS 2024On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance
2089. NeurIPS 2024One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection
2090. NeurIPS 2024One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
2091. NeurIPS 2024One-Step Effective Diffusion Network for Real-World Image Super-Resolution
2092. NeurIPS 2024One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection
2093. NeurIPS 2024OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling
2094. NeurIPS 2024OnlineTAS: An Online Baseline for Temporal Action Segmentation
2095. NeurIPS 2024OPEL: Optimal Transport Guided ProcedurE Learning
2096. NeurIPS 2024Open-Vocabulary Object Detection via Language Hierarchy
2097. NeurIPS 2024Optimal Transport-based Labor-free Text Prompt Modeling for Sketch Re-identification
2098. NeurIPS 2024Optimal-state Dynamics Estimation for Physics-based Human Motion Capture from Videos
2099. NeurIPS 2024OPUS: Occupancy Prediction Using a Sparse Set
2100. NeurIPS 2024Out-of-Distribution Detection with a Single Unconditional Diffusion Model

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.