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 19 of 57

901. CVPR 2025Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
902. CVPR 2025Structure from Collision
903. CVPR 2025Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection
904. CVPR 2025Style-Editor: Text-driven Object-centric Style Editing
905. CVPR 2025Supervising Sound Localization by In-the-wild Egomotion
906. CVPR 2025TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection
907. CVPR 2025TASTE-Rob: Advancing Video Generation of Task-Oriented Hand-Object Interaction for Generalizable Robotic Manipulation
908. CVPR 2025Temporal Action Detection Model Compression by Progressive Block Drop
909. CVPR 2025Temporally Consistent Object-Centric Learning by Contrasting Slots
910. CVPR 2025Test-Time Backdoor Detection for Object Detection Models
911. CVPR 2025The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf
912. CVPR 2025Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency
913. CVPR 2025Towards Generalizable Scene Change Detection
914. CVPR 2025Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion
915. CVPR 2025Towards RAW Object Detection in Diverse Conditions
916. CVPR 2025Towards Training-free Anomaly Detection with Vision and Language Foundation Models
917. CVPR 2025Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network
918. CVPR 2025Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection
919. CVPR 2025Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline
920. CVPR 2025UA-Pose: Uncertainty-Aware 6D Object Pose Estimation and Online Object Completion with Partial References
921. CVPR 2025UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning
922. CVPR 2025Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection
923. CVPR 2025UniHOPE: A Unified Approach for Hand-Only and Hand-Object Pose Estimation
924. CVPR 2025UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection
925. CVPR 2025UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection
926. CVPR 2025UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
927. CVPR 2025UNOPose: Unseen Object Pose Estimation with an Unposed RGB-D Reference Image
928. CVPR 2025Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis
929. CVPR 2025V2X-R: Cooperative LiDAR-4D Radar Fusion with Denoising Diffusion for 3D Object Detection
930. CVPR 2025VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models
931. CVPR 2025ViKIENet: Towards Efficient 3D Object Detection with Virtual Key Instance Enhanced Network
932. CVPR 2025Visual Consensus Prompting for Co-Salient Object Detection
933. CVPR 2025VODiff: Controlling Object Visibility Order in Text-to-Image Generation
934. CVPR 2025Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection
935. CVPR 2025WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild
936. ICLR 20253D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
937. ICLR 2025A Statistical Approach for Controlled Training Data Detection
938. ICLR 2025AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning
939. ICLR 2025Advancing Out-of-Distribution Detection via Local Neuroplasticity
940. ICLR 2025Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation
941. ICLR 2025Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings
942. ICLR 2025Aligned Datasets Improve Detection of Latent Diffusion-Generated Images
943. ICLR 2025AnoLLM: Large Language Models for Tabular Anomaly Detection
944. ICLR 2025AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection
945. ICLR 2025Black-Box Detection of Language Model Watermarks
946. ICLR 2025Can LLMs Understand Time Series Anomalies?
947. ICLR 2025Can We Ignore Labels in Out of Distribution Detection?
948. ICLR 2025CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
949. ICLR 2025CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets
950. ICLR 2025Cyclic Contrastive Knowledge Transfer for Open-Vocabulary 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.