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

1,109 papers, page 11 of 23

501. NeurIPS 2024Depth Anything V2
502. NeurIPS 2024Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation
503. NeurIPS 2024Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
504. NeurIPS 2024DetectRL: Benchmarking LLM-Generated Text Detection in Real-World Scenarios
505. NeurIPS 2024DeTrack: In-model Latent Denoising Learning for Visual Object Tracking
506. NeurIPS 2024DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators
507. NeurIPS 2024DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model
508. NeurIPS 2024DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut
509. NeurIPS 2024Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
510. NeurIPS 2024DiffGS: Functional Gaussian Splatting Diffusion
511. NeurIPS 2024DiffSF: Diffusion Models for Scene Flow Estimation
512. NeurIPS 2024DiffuBox: Refining 3D Object Detection with Point Diffusion
513. NeurIPS 2024Diffusion Priors for Variational Likelihood Estimation and Image Denoising
514. NeurIPS 2024Diffusion-Inspired Truncated Sampler for Text-Video Retrieval
515. NeurIPS 2024DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
516. NeurIPS 2024DINTR: Tracking via Diffusion-based Interpolation
517. NeurIPS 2024DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection
518. NeurIPS 2024DisC-GS: Discontinuity-aware Gaussian Splatting
519. NeurIPS 2024Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection
520. NeurIPS 2024DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features
521. NeurIPS 2024Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
522. NeurIPS 2024DMesh: A Differentiable Mesh Representation
523. NeurIPS 2024DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection
524. NeurIPS 2024DN-4DGS: Denoised Deformable Network with Temporal-Spatial Aggregation for Dynamic Scene Rendering
525. NeurIPS 2024Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
526. NeurIPS 2024DOGS: Distributed-Oriented Gaussian Splatting for Large-Scale 3D Reconstruction Via Gaussian Consensus
527. NeurIPS 2024Domain Adaptation for Large-Vocabulary Object Detectors
528. NeurIPS 2024Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
529. NeurIPS 2024Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
530. NeurIPS 2024DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection
531. NeurIPS 2024DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
532. NeurIPS 2024DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos
533. NeurIPS 2024Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and Beyond
534. NeurIPS 2024Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
535. NeurIPS 2024Dual-Diffusion for Binocular 3D Human Pose Estimation
536. NeurIPS 2024Dynamic 3D Gaussian Fields for Urban Areas
537. NeurIPS 2024Dynamic Neural Regeneration: Enhancing Deep Learning Generalization on Small Datasets
538. NeurIPS 2024Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
539. NeurIPS 2024E-Motion: Future Motion Simulation via Event Sequence Diffusion
540. NeurIPS 2024E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection
541. NeurIPS 2024EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding
542. NeurIPS 2024Easy Regional Contrastive Learning of Expressive Fashion Representations
543. NeurIPS 2024Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
544. NeurIPS 2024Efficient Large Multi-modal Models via Visual Context Compression
545. NeurIPS 2024Efficient Temporal Action Segmentation via Boundary-aware Query Voting
546. NeurIPS 2024EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation
547. NeurIPS 2024EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views
548. NeurIPS 2024EGSST: Event-based Graph Spatiotemporal Sensitive Transformer for Object Detection
549. NeurIPS 2024Elucidating the Design Space of Dataset Condensation
550. NeurIPS 2024Empowering Visible-Infrared Person Re-Identification with Large Foundation Models

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.