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 14 of 23

651. CVPR 2024Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
652. CVPR 2024Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition
653. CVPR 2024Infrared Adversarial Car Stickers
654. CVPR 2024Infrared Small Target Detection with Scale and Location Sensitivity
655. CVPR 2024InNeRF360: Text-Guided 3D-Consistent Object Inpainting on 360-degree Neural Radiance Fields
656. CVPR 2024InstaGen: Enhancing Object Detection by Training on Synthetic Dataset
657. CVPR 2024Instance-Adaptive and Geometric-Aware Keypoint Learning for Category-Level 6D Object Pose Estimation
658. CVPR 2024Instantaneous Perception of Moving Objects in 3D
659. CVPR 2024IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images
660. CVPR 2024IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection
661. CVPR 2024Joint Reconstruction of 3D Human and Object via Contact-Based Refinement Transformer
662. CVPR 2024KD-DETR: Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling
663. CVPR 2024Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction
664. CVPR 2024LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
665. CVPR 2024Lane2Seq: Towards Unified Lane Detection via Sequence Generation
666. CVPR 2024LaneCPP: Continuous 3D Lane Detection using Physical Priors
667. CVPR 2024Language-conditioned Detection Transformer
668. CVPR 2024Language-driven Grasp Detection
669. CVPR 2024Language-driven Object Fusion into Neural Radiance Fields with Pose-Conditioned Dataset Updates
670. CVPR 2024LaRE^2: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection
671. CVPR 2024LASO: Language-guided Affordance Segmentation on 3D Object
672. CVPR 2024LayoutFormer: Hierarchical Text Detection Towards Scene Text Understanding
673. CVPR 2024Learning Background Prompts to Discover Implicit Knowledge for Open Vocabulary Object Detection
674. CVPR 2024Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection
675. CVPR 2024Learning Object State Changes in Videos: An Open-World Perspective
676. CVPR 2024Learning Occupancy for Monocular 3D Object Detection
677. CVPR 2024Learning Transferable Negative Prompts for Out-of-Distribution Detection
678. CVPR 2024LEOD: Label-Efficient Object Detection for Event Cameras
679. CVPR 2024Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments
680. CVPR 2024LoCoNet: Long-Short Context Network for Active Speaker Detection
681. CVPR 2024Long-Tailed Anomaly Detection with Learnable Class Names
682. CVPR 2024Looking 3D: Anomaly Detection with 2D-3D Alignment
683. CVPR 2024Low-power Continuous Remote Behavioral Localization with Event Cameras
684. CVPR 2024M3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection
685. CVPR 2024Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification
686. CVPR 2024Matching Anything by Segmenting Anything
687. CVPR 2024Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
688. CVPR 2024Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
689. CVPR 2024MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision
690. CVPR 2024MonoCD: Monocular 3D Object Detection with Complementary Depths
691. CVPR 2024MonoDiff: Monocular 3D Object Detection and Pose Estimation with Diffusion Models
692. CVPR 2024MS-DETR: Efficient DETR Training with Mixed Supervision
693. CVPR 2024MuGE: Multiple Granularity Edge Detection
694. CVPR 2024MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection
695. CVPR 2024Multi-Object Tracking in the Dark
696. CVPR 2024Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning
697. CVPR 2024Multi-View Attentive Contextualization for Multi-View 3D Object Detection
698. CVPR 2024Multimodal Industrial Anomaly Detection by Crossmodal Feature Mapping
699. CVPR 2024MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World
700. CVPR 2024NAPGuard: Towards Detecting Naturalistic Adversarial Patches

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.