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 5 of 6

201. CVPR 2024Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models
202. CVPR 2024Open-Vocabulary Object 6D Pose Estimation
203. CVPR 2024Open-Vocabulary Segmentation with Semantic-Assisted Calibration
204. CVPR 2024Open-Vocabulary Semantic Segmentation with Image Embedding Balancing
205. CVPR 2024Open-Vocabulary Video Anomaly Detection
206. CVPR 2024Open-World Human-Object Interaction Detection via Multi-modal Prompts
207. CVPR 2024Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance
208. CVPR 2024Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships
209. CVPR 2024OpenBias: Open-set Bias Detection in Text-to-Image Generative Models
210. CVPR 2024OVER-NAV: Elevating Iterative Vision-and-Language Navigation with Open-Vocabulary Detection and StructurEd Representation
211. CVPR 2024OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation
212. CVPR 2024OVMR: Open-Vocabulary Recognition with Multi-Modal References
213. CVPR 2024PREGO: Online Mistake Detection in PRocedural EGOcentric Videos
214. CVPR 2024Rethinking Boundary Discontinuity Problem for Oriented Object Detection
215. CVPR 2024Retrieval-Augmented Open-Vocabulary Object Detection
216. CVPR 2024Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement
217. CVPR 2024Scene-adaptive and Region-aware Multi-modal Prompt for Open Vocabulary Object Detection
218. CVPR 2024SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects
219. CVPR 2024SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation
220. CVPR 2024SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
221. CVPR 2024Taming Self-Training for Open-Vocabulary Object Detection
222. CVPR 2024The Devil is in the Fine-Grained Details: Evaluating Open-Vocabulary Object Detectors for Fine-Grained Understanding
223. CVPR 2024Towards Memorization-Free Diffusion Models
224. CVPR 2024Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation
225. CVPR 2024Transferable and Principled Efficiency for Open-Vocabulary Segmentation
226. CVPR 2024UniMODE: Unified Monocular 3D Object Detection
227. CVPR 2024Universal Novelty Detection Through Adaptive Contrastive Learning
228. CVPR 2024Unleashing Channel Potential: Space-Frequency Selection Convolution for SAR Object Detection
229. CVPR 2024Unsupervised Salient Instance Detection
230. CVPR 2024USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation
231. CVPR 2024VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding
232. CVPR 2024Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding
233. CVPR 2024YOLO-World: Real-Time Open-Vocabulary Object Detection
234. CVPR 20233D Video Object Detection With Learnable Object-Centric Global Optimization
235. CVPR 2023Aligning Bag of Regions for Open-Vocabulary Object Detection
236. CVPR 2023Anchor3DLane: Learning To Regress 3D Anchors for Monocular 3D Lane Detection
237. CVPR 2023Annealing-Based Label-Transfer Learning for Open World Object Detection
238. CVPR 2023Balanced Energy Regularization Loss for Out-of-Distribution Detection
239. CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
240. CVPR 2023BEV-LaneDet: An Efficient 3D Lane Detection Based on Virtual Camera via Key-Points
241. CVPR 2023BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks
242. CVPR 2023Boosting Detection in Crowd Analysis via Underutilized Output Features
243. CVPR 2023Box-Level Active Detection
244. CVPR 2023CapDet: Unifying Dense Captioning and Open-World Detection Pretraining
245. CVPR 2023CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection
246. CVPR 2023Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking
247. CVPR 2023ConQueR: Query Contrast Voxel-DETR for 3D Object Detection
248. CVPR 2023Continuous Landmark Detection With 3D Queries
249. CVPR 2023CORA: Adapting CLIP for Open-Vocabulary Detection With Region Prompting and Anchor Pre-Matching
250. CVPR 2023Decoupling MaxLogit for Out-of-Distribution Detection

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.