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

1,110 papers, page 5 of 23

201. CVPR 2026Reconstruction-Guided Slot Curriculum Addressing Object Over-Fragmentation in Video Object-Centric Learning
202. CVPR 2026Recovering Physically Plausible Human-Object Interactions from Monocular Videos
203. CVPR 2026RecoverMark Robust Watermarking for Localization and Recovery of Manipulated Faces
204. CVPR 2026Refacade Editing Object with Given Reference Texture
205. CVPR 2026ReGenHOI Unifying Reconstruction and Generation for 3D Human-Object Interaction Understanding
206. CVPR 2026RegFormer Transferable Relational Grounding for Efficient Weakly-Supervised Human-Object Interaction Detection
207. CVPR 2026Reinforcing Video Object Segmentation to Think before it Segments
208. CVPR 2026ReManNet A Riemannian Manifold Network for Monocular 3D Lane Detection
209. CVPR 2026Remedying Target-Domain Astigmatism for Cross-Domain Few-Shot Object Detection
210. CVPR 2026Rethinking MLLM Itself as a Segmenter with a Single Segmentation
211. CVPR 2026Rethinking Two-Stage Referring-by-Tracking in Referring Multi-Object Tracking Make it Strong
212. CVPR 2026Revisiting the Necessity of Full Accuracy Weakly Supervised Object-Level Offset
213. CVPR 2026Revisiting Token Compression for Accelerating ViT-based Sparse Multi-View 3D Object
214. CVPR 2026RHCNet Residual-Guided Hierarchical Calibration Network for Robust Underwater Object Detection
215. CVPR 2026RHO Robust Holistic OSM-Based Metric Cross-View Geo-Localization
216. CVPR 2026Robust Promptable Video Object Segmentation
217. CVPR 2026RPGFusion 4D Radar Prior-Guided Multi-Modal Fusion for 3D Detection
218. CVPR 2026SAIDO Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided
219. CVPR 2026SAM 3D 3Dfy Anything in Images
220. CVPR 2026SAVA-X Ego-to-Exo Imitation Error Detection via Scene-Adaptive View Alignment and
221. CVPR 2026Scalable Object Relation Encoding for Better 3D Spatial Reasoning in
222. CVPR 2026Scaling Up AI-Generated Image Detection with Generator-Aware Prototypes
223. CVPR 2026Scene Reconstruction as Mapping Priors for 3D Detection
224. CVPR 2026SDDF Specificity-Driven Dynamic Focusing for Open-Vocabulary Camouflaged Object Detection
225. CVPR 2026SE3-Equivariance with Geometric and Topological Guidance for Category-Level Object Pose
226. CVPR 2026Seeing through boxes Non-Line-of-Sight 3D Reconstruction from Radar Signals
227. CVPR 2026Seeing Through the Noise Improving Infrared Small Target Detection and
228. CVPR 2026SemLT3D Semantic-Guided Expert Distillation for Camera-only Long-Tailed 3D Object Detection
229. CVPR 2026ShadowDraw From Any Object to Shadow-Drawing Compositional Art
230. CVPR 2026Similarity-Consistent Likelihood Diffusion enables Hidden Person Detection from Wall Reflections
231. CVPR 2026Skyra AI-Generated Video Detection via Grounded Artifact Reasoning
232. CVPR 2026Small Object Great Challenge A Benchmark for Small Object Visual
233. CVPR 2026SPAN Spatial-Projection Alignment for Monocular 3D Object Detection
234. CVPR 2026SpatialDiff 3D-Aware Object Movement via Implicit Spatial Modeling
235. CVPR 2026Spe-BEVHead Rethinking the Detection Head Design for Birds-Eye-View Object Detection
236. CVPR 2026Spike-driven Discrete Aggregation for Event-based Object Detection
237. CVPR 2026SpikeTrack High-performance and Energy-efficient Event-Based Object Tracking with Spiking Neural
238. CVPR 2026SRA-Det Learning Omni-Grained Open-Vocabulary Detection Beyond Category Names
239. CVPR 2026SRGCD Stability-Driven Region Growth Framework for 3D Change Detection
240. CVPR 2026Streamlined Open-Vocabulary Human-Object Interaction Detection
241. CVPR 2026Structure-Aware Representation Distillation for Tiny-Dense Object Segmentation
242. CVPR 2026STUR3D Spatio-Temporal Unified Representation Learning for 3D Object Detection
243. CVPR 2026SubspaceAD Training-Free Few-Shot Anomaly Detection via Subspace Modeling
244. CVPR 2026SymphoMotion Joint Control of Camera Motion and Object Dynamics for
245. CVPR 2026Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos
246. CVPR 2026Synthetic Object Compositions for Scalable and Accurate Learning in Detection
247. CVPR 2026TACO Task-Aware Contrastive Learning for Joint LiDAR Localization and 3D
248. CVPR 2026Talk2Move Reinforcement Learning for Text-Instructed Object-Level Geometric Transformation in Scenes
249. CVPR 2026TeamHOI Learning a Unified Policy for Cooperative Human-Object Interactions with
250. CVPR 2026TeHOR Text-Guided 3D Human and Object Reconstruction with Textures

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.