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 19 of 23

901. CVPR 2023EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision
902. CVPR 2023Efficient Movie Scene Detection Using State-Space Transformers
903. CVPR 2023Egocentric Audio-Visual Object Localization
904. CVPR 2023Egocentric Auditory Attention Localization in Conversations
905. CVPR 2023End-to-End 3D Dense Captioning With Vote2Cap-DETR
906. CVPR 2023Enhanced Training of Query-Based Object Detection via Selective Query Recollection
907. CVPR 2023Evading DeepFake Detectors via Adversarial Statistical Consistency
908. CVPR 2023EVAL: Explainable Video Anomaly Localization
909. CVPR 2023Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection
910. CVPR 2023Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection
911. CVPR 2023expOSE: Accurate Initialization-Free Projective Factorization Using Exponential Regularization
912. CVPR 2023Feature Aggregated Queries for Transformer-Based Video Object Detectors
913. CVPR 2023Feature Shrinkage Pyramid for Camouflaged Object Detection With Transformers
914. CVPR 2023Focus on Details: Online Multi-Object Tracking With Diverse Fine-Grained Representation
915. CVPR 2023FrustumFormer: Adaptive Instance-Aware Resampling for Multi-View 3D Detection
916. CVPR 2023GANmouflage: 3D Object Nondetection With Texture Fields
917. CVPR 2023GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts
918. CVPR 2023Gaussian Label Distribution Learning for Spherical Image Object Detection
919. CVPR 2023GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection
920. CVPR 2023Generalized UAV Object Detection via Frequency Domain Disentanglement
921. CVPR 2023Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping
922. CVPR 2023Generating Features With Increased Crop-Related Diversity for Few-Shot Object Detection
923. CVPR 2023GraVoS: Voxel Selection for 3D Point-Cloud Detection
924. CVPR 2023gSDF: Geometry-Driven Signed Distance Functions for 3D Hand-Object Reconstruction
925. CVPR 2023Harmonious Feature Learning for Interactive Hand-Object Pose Estimation
926. CVPR 2023Harmonious Teacher for Cross-Domain Object Detection
927. CVPR 2023Hierarchical Fine-Grained Image Forgery Detection and Localization
928. CVPR 2023Hierarchical Semantic Contrast for Scene-Aware Video Anomaly Detection
929. CVPR 2023Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection
930. CVPR 2023HOICLIP: Efficient Knowledge Transfer for HOI Detection With Vision-Language Models
931. CVPR 2023HS-Pose: Hybrid Scope Feature Extraction for Category-Level Object Pose Estimation
932. CVPR 2023Hybrid Active Learning via Deep Clustering for Video Action Detection
933. CVPR 2023Implicit Identity Driven Deepfake Face Swapping Detection
934. CVPR 2023Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
935. CVPR 2023In-Hand 3D Object Scanning From an RGB Sequence
936. CVPR 2023Indiscernible Object Counting in Underwater Scenes
937. CVPR 2023Inferring and Leveraging Parts From Object Shape for Improving Semantic Image Synthesis
938. CVPR 2023Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection
939. CVPR 2023Instant-NVR: Instant Neural Volumetric Rendering for Human-Object Interactions From Monocular RGBD Stream
940. CVPR 2023InstMove: Instance Motion for Object-Centric Video Segmentation
941. CVPR 2023Integrally Pre-Trained Transformer Pyramid Networks
942. CVPR 2023Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models
943. CVPR 2023Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections
944. CVPR 2023itKD: Interchange Transfer-Based Knowledge Distillation for 3D Object Detection
945. CVPR 2023Jedi: Entropy-Based Localization and Removal of Adversarial Patches
946. CVPR 2023Knowledge Combination To Learn Rotated Detection Without Rotated Annotation
947. CVPR 2023Large-Scale Training Data Search for Object Re-Identification
948. CVPR 2023LargeKernel3D: Scaling Up Kernels in 3D Sparse CNNs
949. CVPR 2023Layout-Based Causal Inference for Object Navigation
950. CVPR 2023Learned Two-Plane Perspective Prior Based Image Resampling for Efficient Object 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.