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

577 papers, page 10 of 12

451. NeurIPS 2024Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution
452. NeurIPS 2024SA3DIP: Segment Any 3D Instance with Potential 3D Priors
453. NeurIPS 2024SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
454. NeurIPS 2024TAPTRv2: Attention-based Position Update Improves Tracking Any Point
455. NeurIPS 2024The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
456. NeurIPS 2024The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark
457. NeurIPS 2024Towards Comprehensive Detection of Chinese Harmful Memes
458. NeurIPS 2024Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection
459. NeurIPS 2024Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels
460. NeurIPS 2024Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data
461. NeurIPS 2024Training-Free Open-Ended Object Detection and Segmentation via Attention as Prompts
462. NeurIPS 2024UMB: Understanding Model Behavior for Open-World Object Detection
463. NeurIPS 2024Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
464. NeurIPS 2024Unsupervised Object Detection with Theoretical Guarantees
465. NeurIPS 2024WeiPer: OOD Detection using Weight Perturbations of Class Projections
466. NeurIPS 2024What If the Input is Expanded in OOD Detection?
467. CVPR 20233D Video Object Detection With Learnable Object-Centric Global Optimization
468. CVPR 2023Aligning Bag of Regions for Open-Vocabulary Object Detection
469. CVPR 2023Anchor3DLane: Learning To Regress 3D Anchors for Monocular 3D Lane Detection
470. CVPR 2023Annealing-Based Label-Transfer Learning for Open World Object Detection
471. CVPR 2023Balanced Energy Regularization Loss for Out-of-Distribution Detection
472. CVPR 2023Being Comes From Not-Being: Open-Vocabulary Text-to-Motion Generation With Wordless Training
473. CVPR 2023BEV-LaneDet: An Efficient 3D Lane Detection Based on Virtual Camera via Key-Points
474. CVPR 2023BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks
475. CVPR 2023Boosting Detection in Crowd Analysis via Underutilized Output Features
476. CVPR 2023Box-Level Active Detection
477. CVPR 2023CapDet: Unifying Dense Captioning and Open-World Detection Pretraining
478. CVPR 2023CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection
479. CVPR 2023Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking
480. CVPR 2023ConQueR: Query Contrast Voxel-DETR for 3D Object Detection
481. CVPR 2023Continuous Landmark Detection With 3D Queries
482. CVPR 2023CORA: Adapting CLIP for Open-Vocabulary Detection With Region Prompting and Anchor Pre-Matching
483. CVPR 2023Decoupling MaxLogit for Out-of-Distribution Detection
484. CVPR 2023DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment
485. CVPR 2023Detecting Everything in the Open World: Towards Universal Object Detection
486. CVPR 2023Detection of Out-of-Distribution Samples Using Binary Neuron Activation Patterns
487. CVPR 2023DIP: Dual Incongruity Perceiving Network for Sarcasm Detection
488. CVPR 2023Diversity-Measurable Anomaly Detection
489. CVPR 2023Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection
490. CVPR 2023DynamicDet: A Unified Dynamic Architecture for Object Detection
491. CVPR 2023Enhanced Training of Query-Based Object Detection via Selective Query Recollection
492. CVPR 2023FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation
493. CVPR 2023GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection
494. CVPR 2023Glocal Energy-Based Learning for Few-Shot Open-Set Recognition
495. CVPR 2023Implicit Identity Driven Deepfake Face Swapping Detection
496. CVPR 2023Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
497. CVPR 2023Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision
498. CVPR 2023Learning To Detect and Segment for Open Vocabulary Object Detection
499. CVPR 2023Learning To Generate Language-Supervised and Open-Vocabulary Scene Graph Using Pre-Trained Visual-Semantic Space
500. CVPR 2023Learning Transformations To Reduce the Geometric Shift in Object 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.