Open-Vocabulary Detection papers, 2023–2026

Key findings

• Open-Vocabulary Detection went from 111 papers in 2023 to 168 in 2026, roughly 1.5x in three years.
• CVPR publishes the most Open-Vocabulary Detection work: 294 papers from 2023 to 2026, 51% of the four-venue total.
• The fastest-growing overlap is with Open-Domain QA: papers tagged with both rose from 8 in 2023 to 22 in 2026.
• Among the 5 topics under Open-Vocabulary Vision, it ranks #2 by 2026 paper count; the fastest grower in the group, Visual Grounding, is up 4.3x versus 1.5x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026At FullTilt: Real-Time Open-Set 3D Macromolecule Detection Directly from Tilted 2D Projections
• ICML 2026An In-Depth Study on Deep Learning Model Cloning
• ICLR 2026DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
• CVPR 2026ANTS Adaptive Negative Textual Space Shaping for OOD Detection via
• NeurIPS 2025Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning
• ICML 2025Position: We Can’t Understand AI Using our Existing Vocabulary
• ICLR 20253D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
• CVPR 2025Anomize: Better Open Vocabulary Video Anomaly Detection
• NeurIPS 2024DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments
• ICML 2024Binary Decomposition: A Problem Transformation Perspective for Open-Set Semi-Supervised Learning
• ICLR 2024FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition
• CVPR 2024DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection
• NeurIPS 2023AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation
• ICML 2023Internet Explorer: Targeted Representation Learning on the Open Web
• ICLR 2023Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data
• CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
• NeurIPS 2026CompleteRXN: Toward Completing Open Chemical Reaction Databases
• ICML 2026Learning Attribute–Affordance Hierarchies in Hyperbolic Space for Open-Vocabulary 3D Object Affordance Grounding
• ICLR 2026DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
• CVPR 2026Bypassing the Transport Plan Dynamic Reweighting for Out-of-Distribution Detection with

All Open-Vocabulary Detection papers

294 papers, page 6 of 6

251. CVPR 2023DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment
252. CVPR 2023Detecting Everything in the Open World: Towards Universal Object Detection
253. CVPR 2023Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns
254. CVPR 2023DIP: Dual Incongruity Perceiving Network for Sarcasm Detection
255. CVPR 2023Diversity-Measurable Anomaly Detection
256. CVPR 2023Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection
257. CVPR 2023DynamicDet: A Unified Dynamic Architecture for Object Detection
258. CVPR 2023Enhanced Training of Query-Based Object Detection via Selective Query Recollection
259. CVPR 2023FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation
260. CVPR 2023GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection
261. CVPR 2023Glocal Energy-Based Learning for Few-Shot Open-Set Recognition
262. CVPR 2023Implicit Identity Driven Deepfake Face Swapping Detection
263. CVPR 2023Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
264. CVPR 2023Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision
265. CVPR 2023Learning To Detect and Segment for Open Vocabulary Object Detection
266. CVPR 2023Learning To Generate Language-Supervised and Open-Vocabulary Scene Graph Using Pre-Trained Visual-Semantic Space
267. CVPR 2023Learning Transformations To Reduce the Geometric Shift in Object Detection
268. CVPR 2023LINe: Out-of-Distribution Detection by Leveraging Important Neurons
269. CVPR 2023LoGoNet: Towards Accurate 3D Object Detection With Local-to-Global Cross-Modal Fusion
270. CVPR 2023Mask-Free OVIS: Open-Vocabulary Instance Segmentation Without Manual Mask Annotations
271. CVPR 2023Mobile User Interface Element Detection via Adaptively Prompt Tuning
272. CVPR 2023Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
273. CVPR 2023OcTr: Octree-Based Transformer for 3D Object Detection
274. CVPR 2023Open Set Action Recognition via Multi-Label Evidential Learning
275. CVPR 2023Open Vocabulary Semantic Segmentation With Patch Aligned Contrastive Learning
276. CVPR 2023Open-Set Likelihood Maximization for Few-Shot Learning
277. CVPR 2023Open-Vocabulary Attribute Detection
278. CVPR 2023Open-Vocabulary Panoptic Segmentation With Text-to-Image Diffusion Models
279. CVPR 2023Open-Vocabulary Point-Cloud Object Detection Without 3D Annotation
280. CVPR 2023Open-Vocabulary Semantic Segmentation With Mask-Adapted CLIP
281. CVPR 2023OpenMix: Exploring Outlier Samples for Misclassification Detection
282. CVPR 2023OpenScene: 3D Scene Understanding With Open Vocabularies
283. CVPR 2023OvarNet: Towards Open-Vocabulary Object Attribute Recognition
284. CVPR 2023OVTrack: Open-Vocabulary Multiple Object Tracking
285. CVPR 2023Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection
286. CVPR 2023PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point Clouds
287. CVPR 2023PLA: Language-Driven Open-Vocabulary 3D Scene Understanding
288. CVPR 2023Post-Processing Temporal Action Detection
289. CVPR 2023PROB: Probabilistic Objectness for Open World Object Detection
290. CVPR 2023Region-Aware Pretraining for Open-Vocabulary Object Detection With Vision Transformers
291. CVPR 2023Side Adapter Network for Open-Vocabulary Semantic Segmentation
292. CVPR 2023STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
293. CVPR 2023Unbalanced Optimal Transport: A Unified Framework for Object Detection
294. CVPR 2023Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects

FAQ

How many Open-Vocabulary Detection papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

577 in total: 111 in 2023, 144 in 2024, 154 in 2025, 168 in 2026.

How many Open-Vocabulary Detection papers are at NeurIPS 2026?

NeurIPS 2026 has 42 Open-Vocabulary Detection papers, versus 41 the year before.

How many Open-Vocabulary Detection papers are at ICLR 2026?

ICLR 2026 has 22 Open-Vocabulary Detection papers, versus 24 the year before.

How many Open-Vocabulary Detection papers are at ICML 2026?

ICML 2026 has 22 Open-Vocabulary Detection papers, versus 14 the year before.

How many Open-Vocabulary Detection papers are at CVPR 2026?

CVPR 2026 has 82 Open-Vocabulary Detection papers, versus 75 the year before.

Which conference publishes the most Open-Vocabulary Detection papers?

CVPR, with 294 papers from 2023 to 2026.