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

667 papers, page 12 of 14

551. NeurIPS 2024Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection
552. NeurIPS 2024SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition
553. NeurIPS 2024SyncVIS: Synchronized Video Instance Segmentation
554. NeurIPS 2024TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
555. NeurIPS 2024TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
556. NeurIPS 2024TAPTRv2: Attention-based Position Update Improves Tracking Any Point
557. NeurIPS 2024Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions
558. NeurIPS 2024TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network
559. NeurIPS 2024Template-free Articulated Gaussian Splatting for Real-time Reposable Dynamic View Synthesis
560. NeurIPS 2024Temporal Sentence Grounding with Relevance Feedback in Videos
561. NeurIPS 2024Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations
562. NeurIPS 2024Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor
563. NeurIPS 2024Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model
564. NeurIPS 2024Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
565. NeurIPS 2024Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts
566. NeurIPS 2024TextCtrl: Diffusion-based Scene Text Editing with Prior Guidance Control
567. NeurIPS 2024TFS-NeRF: Template-Free NeRF for Semantic 3D Reconstruction of Dynamic Scene
568. NeurIPS 2024The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
569. NeurIPS 2024The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark
570. NeurIPS 2024The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
571. NeurIPS 2024TinyLUT: Tiny Look-Up Table for Efficient Image Restoration at the Edge
572. NeurIPS 2024TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
573. NeurIPS 2024TopoFR: A Closer Look at Topology Alignment on Face Recognition
574. NeurIPS 2024TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes
575. NeurIPS 2024Toward a Stable, Fair, and Comprehensive Evaluation of Object Hallucination in Large Vision-Language Models
576. NeurIPS 2024Toward Approaches to Scalability in 3D Human Pose Estimation
577. NeurIPS 2024Toward Real Ultra Image Segmentation: Leveraging Surrounding Context to Cultivate General Segmentation Model
578. NeurIPS 2024Toward Semantic Gaze Target Detection
579. NeurIPS 2024Towards Comprehensive Detection of Chinese Harmful Memes
580. NeurIPS 2024Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection
581. NeurIPS 2024Towards Flexible Visual Relationship Segmentation
582. NeurIPS 2024Towards Global Optimal Visual In-Context Learning Prompt Selection
583. NeurIPS 2024Towards Learning Group-Equivariant Features for Domain Adaptive 3D Detection
584. NeurIPS 2024Towards Multi-Domain Learning for Generalizable Video Anomaly Detection
585. NeurIPS 2024Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels
586. NeurIPS 2024Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
587. NeurIPS 2024Towards Unsupervised Model Selection for Domain Adaptive Object Detection
588. NeurIPS 2024Toxicity Detection for Free
589. NeurIPS 2024TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning
590. NeurIPS 2024TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
591. NeurIPS 2024TrAct: Making First-layer Pre-Activations Trainable
592. NeurIPS 2024Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
593. NeurIPS 2024Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts
594. NeurIPS 2024TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration
595. NeurIPS 2024Transferring disentangled representations: bridging the gap between synthetic and real images
596. NeurIPS 2024Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learner
597. NeurIPS 2024TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
598. NeurIPS 2024Typicalness-Aware Learning for Failure Detection
599. NeurIPS 2024UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles
600. NeurIPS 2024UDON: Universal Dynamic Online distillatioN for generic image representations

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.