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 53 of 57

2601. CVPR 2023Universal Instance Perception As Object Discovery and Retrieval
2602. CVPR 2023Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects
2603. CVPR 2023Unsupervised Object Localization: Observing the Background To Discover Objects
2604. CVPR 2023UTM: A Unified Multiple Object Tracking Model With Identity-Aware Feature Enhancement
2605. CVPR 2023Video Event Restoration Based on Keyframes for Video Anomaly Detection
2606. CVPR 2023Viewpoint Equivariance for Multi-View 3D Object Detection
2607. CVPR 2023ViPLO: Vision Transformer Based Pose-Conditioned Self-Loop Graph for Human-Object Interaction Detection
2608. CVPR 2023Virtual Sparse Convolution for Multimodal 3D Object Detection
2609. CVPR 2023Visibility Aware Human-Object Interaction Tracking From Single RGB Camera
2610. CVPR 2023Visual-Tactile Sensing for In-Hand Object Reconstruction
2611. CVPR 2023VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision
2612. CVPR 2023vMAP: Vectorised Object Mapping for Neural Field SLAM
2613. CVPR 2023VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking
2614. CVPR 2023Weak-Shot Object Detection Through Mutual Knowledge Transfer
2615. CVPR 2023Weakly Supervised Monocular 3D Object Detection Using Multi-View Projection and Direction Consistency
2616. CVPR 2023Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Erasing Network
2617. CVPR 2023What Can Human Sketches Do for Object Detection?
2618. CVPR 2023What Happened 3 Seconds Ago? Inferring the Past With Thermal Imaging
2619. CVPR 2023Where Is My Wallet? Modeling Object Proposal Sets for Egocentric Visual Query Localization
2620. CVPR 2023X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection
2621. CVPR 2023YOLOv7: Trainable Bag-of-Freebies Sets New State-of-the-Art for Real-Time Object Detectors
2622. CVPR 2023Zero-Shot Object Counting
2623. ICLR 2023A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification
2624. ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
2625. ICLR 2023A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search
2626. ICLR 2023Active Learning for Object Detection with Evidential Deep Learning and Hierarchical Uncertainty Aggregation
2627. ICLR 2023Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data
2628. ICLR 2023AE-FLOW: Autoencoders with Normalizing Flows for Medical Images Anomaly Detection
2629. ICLR 2023BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection
2630. ICLR 2023Bidirectional Propagation for Cross-Modal 3D Object Detection
2631. ICLR 2023Bridging the Gap to Real-World Object-Centric Learning
2632. ICLR 2023Causality Compensated Attention for Contextual Biased Visual Recognition
2633. ICLR 2023Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection
2634. ICLR 2023Constraining Representations Yields Models That Know What They Don't Know
2635. ICLR 2023DamoFD: Digging into Backbone Design on Face Detection
2636. ICLR 2023DaxBench: Benchmarking Deformable Object Manipulation with Differentiable Physics
2637. ICLR 2023DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection
2638. ICLR 2023DexDeform: Dexterous Deformable Object Manipulation with Human Demonstrations and Differentiable Physics
2639. ICLR 2023Differentiable Mathematical Programming for Object-Centric Representation Learning
2640. ICLR 2023DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection
2641. ICLR 2023DM-NeRF: 3D Scene Geometry Decomposition and Manipulation from 2D Images
2642. ICLR 2023Energy-based Out-of-Distribution Detection for Graph Neural Networks
2643. ICLR 2023Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation
2644. ICLR 2023Exploring Active 3D Object Detection from a Generalization Perspective
2645. ICLR 2023Extremely Simple Activation Shaping for Out-of-Distribution Detection
2646. ICLR 2023Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection
2647. ICLR 2023GOOD: Exploring geometric cues for detecting objects in an open world
2648. ICLR 2023H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection
2649. ICLR 2023Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement
2650. ICLR 2023How to Exploit Hyperspherical Embeddings for Out-of-Distribution 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.