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 35 of 57

1701. NeurIPS 2024Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP
1702. NeurIPS 2024AHA: Human-Assisted Out-of-Distribution Generalization and Detection
1703. NeurIPS 2024Aligning Audio-Visual Joint Representations with an Agentic Workflow
1704. NeurIPS 2024Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
1705. NeurIPS 2024All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation
1706. NeurIPS 2024AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos
1707. NeurIPS 2024Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection
1708. NeurIPS 2024Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology
1709. NeurIPS 2024Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?
1710. NeurIPS 2024Are We on the Right Way for Evaluating Large Vision-Language Models?
1711. NeurIPS 2024Artemis: Towards Referential Understanding in Complex Videos
1712. NeurIPS 2024Articulate your NeRF: Unsupervised articulated object modeling via conditional view synthesis
1713. NeurIPS 2024Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval
1714. NeurIPS 2024Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning
1715. NeurIPS 2024AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
1716. NeurIPS 2024Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs
1717. NeurIPS 2024Automated Multi-level Preference for MLLMs
1718. NeurIPS 2024AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations
1719. NeurIPS 2024AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
1720. NeurIPS 2024Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models
1721. NeurIPS 2024Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks
1722. NeurIPS 2024BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
1723. NeurIPS 2024Beyond Accuracy: Tracking more like Human via Visual Search
1724. NeurIPS 2024Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection
1725. NeurIPS 2024Bias Detection via Signaling
1726. NeurIPS 2024Binarized Diffusion Model for Image Super-Resolution
1727. NeurIPS 2024Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
1728. NeurIPS 2024BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
1729. NeurIPS 2024bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
1730. NeurIPS 2024Black-Box Forgetting
1731. NeurIPS 2024Blind Image Restoration via Fast Diffusion Inversion
1732. NeurIPS 2024BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
1733. NeurIPS 2024Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing
1734. NeurIPS 2024Boosting Vision-Language Models with Transduction
1735. NeurIPS 2024Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension
1736. NeurIPS 2024Bootstrapping Top-down Information for Self-modulating Slot Attention
1737. NeurIPS 2024Bridge the Modality and Capability Gaps in Vision-Language Model Selection
1738. NeurIPS 2024Bridge the Points: Graph-based Few-shot Segment Anything Semantically
1739. NeurIPS 2024Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views
1740. NeurIPS 2024Bridging OOD Detection and Generalization: A Graph-Theoretic View
1741. NeurIPS 2024BuckTales: A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes
1742. NeurIPS 2024CALVIN: Improved Contextual Video Captioning via Instruction Tuning
1743. NeurIPS 2024Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
1744. NeurIPS 2024Can We Leave Deepfake Data Behind in Training Deepfake Detector?
1745. NeurIPS 2024CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
1746. NeurIPS 2024Capturing the denoising effect of PCA via compression ratio
1747. NeurIPS 2024Causal Context Adjustment Loss for Learned Image Compression
1748. NeurIPS 2024CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
1749. NeurIPS 2024CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition
1750. NeurIPS 2024Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers

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.