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 9 of 23

401. NeurIPS 2024Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
402. NeurIPS 2024All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation
403. NeurIPS 2024AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos
404. NeurIPS 2024Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection
405. NeurIPS 2024Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology
406. NeurIPS 2024Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?
407. NeurIPS 2024Are We on the Right Way for Evaluating Large Vision-Language Models?
408. NeurIPS 2024Artemis: Towards Referential Understanding in Complex Videos
409. NeurIPS 2024Articulate your NeRF: Unsupervised articulated object modeling via conditional view synthesis
410. NeurIPS 2024Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval
411. NeurIPS 2024Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning
412. NeurIPS 2024AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation
413. NeurIPS 2024Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs
414. NeurIPS 2024Automated Multi-level Preference for MLLMs
415. NeurIPS 2024AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations
416. NeurIPS 2024AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
417. NeurIPS 2024Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models
418. NeurIPS 2024Benchmarking Uncertainty Disentanglement: Specialized Uncertainties for Specialized Tasks
419. NeurIPS 2024BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
420. NeurIPS 2024Beyond Accuracy: Tracking more like Human via Visual Search
421. NeurIPS 2024Beyond Euclidean: Dual-Space Representation Learning for Weakly Supervised Video Violence Detection
422. NeurIPS 2024Bias Detection via Signaling
423. NeurIPS 2024Binarized Diffusion Model for Image Super-Resolution
424. NeurIPS 2024Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis
425. NeurIPS 2024BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
426. NeurIPS 2024bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
427. NeurIPS 2024Black-Box Forgetting
428. NeurIPS 2024Blind Image Restoration via Fast Diffusion Inversion
429. NeurIPS 2024BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
430. NeurIPS 2024Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing
431. NeurIPS 2024Boosting Vision-Language Models with Transduction
432. NeurIPS 2024Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension
433. NeurIPS 2024Bootstrapping Top-down Information for Self-modulating Slot Attention
434. NeurIPS 2024Bridge the Modality and Capability Gaps in Vision-Language Model Selection
435. NeurIPS 2024Bridge the Points: Graph-based Few-shot Segment Anything Semantically
436. NeurIPS 2024Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views
437. NeurIPS 2024Bridging OOD Detection and Generalization: A Graph-Theoretic View
438. NeurIPS 2024BuckTales: A multi-UAV dataset for multi-object tracking and re-identification of wild antelopes
439. NeurIPS 2024CALVIN: Improved Contextual Video Captioning via Instruction Tuning
440. NeurIPS 2024Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
441. NeurIPS 2024Can We Leave Deepfake Data Behind in Training Deepfake Detector?
442. NeurIPS 2024CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
443. NeurIPS 2024Capturing the denoising effect of PCA via compression ratio
444. NeurIPS 2024Causal Context Adjustment Loss for Learned Image Compression
445. NeurIPS 2024CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
446. NeurIPS 2024CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition
447. NeurIPS 2024Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers
448. NeurIPS 2024ChatCam: Empowering Camera Control through Conversational AI
449. NeurIPS 2024ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model
450. NeurIPS 2024CIFD: Controlled Information Flow to Enhance Knowledge Distillation

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.