Object Detection

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Period ending 2026-09-21

22 new papers

A weekly snapshot of new work published in Object Detection.

Period ending 2026-09-14

7 new papers

A weekly snapshot of new work published in Object Detection.

Period ending 2026-09-07

12 new papers

A weekly snapshot of new work published in Object Detection.

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591 papers

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  1. VL-DINO: Leveraging CLIP Vision-Language Knowledge for Open-Vocabulary Object Detectio

    Jun 10, 2026Hao Zhang, Qinran Lin, Linqi Song +1Open-Vocabulary Object DetectionFrozen Contrastive Language-Image Pre-Training Visual Encoder

  2. Democratising Camera Trap AI: An Open-Source Model for Detecting UK Mammals

    Jun 9, 2026Paul Fergus, Philip Stephens, Russell A. Hill +8Biodiversity MonitoringOpen-Vocabulary Object Detection

  3. What Do Deepfake Speech Detectors Actually Hear?

    Jun 9, 2026Vojtěch Staněk, Veronika Jirmusová, Anton Firc +3Audio Deepfake DetectionDetection Framework

  4. RAT: Reference-Augmented Training for ASV Anti-Spoofing

    Jun 9, 2026Vojtěch Staněk, Anton Firc, Jakub Reš +1Deepfake DetectionSpeaker Verification Performance

  5. Massive Open-Vocabulary Keyword Spotting

    Jun 9, 2026Leonor Barreiros, Raul Monteiro, Afonso Mendes +1Open-VocabularyTraining Data

  6. Using the YOLOv12 Model for Verifying the Correct Color Sequence of Wires in Network Cables (Patch Cords) on the Production Line

    Jun 9, 2026Amin Doroodchi, Danial SoleimanyYolo26Microscopy

  7. Analyzing Training-Free Corruption Detection for Object Detection Datasets

    Jun 9, 2026Christian Sieberichs, Simon Geerkens, Thomas Waschulzik +2Object DetectionPixel-Level Annotation

  8. Rethinking Embodied Navigation via Relational Inductive Bias

    Jun 9, 2026Weitao An, Chenghao Xu, Xu Yang +1Embodied NavigationObject Goal Navigation

  9. Adversarial Attack and Disturbance Detection by Hadamard-Coded Output Representations for Object Detection and Semantic Segmentation

    Jun 8, 2026Lucas Görnhardt, Timo Bartels, Niklas Schwarz +1Dense Semantic SegmentationOpen-Vocabulary Object Detection

  10. Securing Self-supervised Data Curation for Foundation Models Robustness

    Jun 8, 2026Sandeep Gupta, Roberto PasseroneSelf-SupervisedWireless Foundation Models

  11. ContextShift: A Controlled Benchmark for Context Dependence in Object Detection

    Jun 8, 2026Dan Zlotnikov, Alex Lazarovich, Ohad Ben-ShaharObject DetectionContext-Aware Extension

  12. Training-Free Generalized Few-Shot Segmentation through Open-Vocabulary Semantic Arbitration

    Jun 8, 2026Silas Kwabla Gah, Ebenezer OwusuFew-Shot SegmentationOpen-Vocabulary

  13. RT-SDGOD: Real-Time Single-Domain Generalized Object Detection

    Jun 8, 2026Yupeng Zhang, Fangzhuo Gao, Ruize Han +2Object DetectionMultimodal Domain Generalization

  14. ExDet: Open-Domain Open-Vocabulary Detection with Cross-modal Extrapolation and Rectification

    Jun 8, 2026Yupeng Zhang, Yuzhong Feng, Ruize Han +3Open-Vocabulary Object DetectionOpen-Vocabulary

  15. Proposal Refinement for Few-Shot Object Detection

    Jun 8, 2026Yuan Zeng, Bin Song, Jie Guo +1Object DetectionSample-Wise 2D Refinement

  16. Semi-supervised Source Detection in Astronomical Images: New Benchmark and Strong Baseline

    Jun 8, 2026Longhan Feng, Zihuang Cao, Ali Luo +5Detection FrameworkLow-Light Image Enhancement

  17. CAMF-Det: Closure-Aware Multimodal Fusion for LiDAR-Camera 3D Object Detection on UAV Platforms

    Jun 8, 2026Yanze Jiang, Yanfeng Gu, Xian Li3D Object DetectionDiverse Occlusion-And-Revelation Scenarios

  18. Edge-Constrained UAV Small-Object Detection with P2 Enhancement and Quantum-Inspired Lightweight Structure Search

    Jun 8, 2026Wuming Lei, Yanbin Gao, Mingyan Sun +2Yolov8-Nano ModelUnmanned Aerial Vehicle Detection

  19. nCMD: Benign-Anchored Feature Selection for Imbalanced Network Intrusion Detection

    Jun 7, 2026Abu Fuad Ahmad, Istiaque AhmedIntrusion DetectionFeature Selection

  20. Sub-Semantic Image Segmentation

    Jun 7, 2026Aviad Cohen Zada, Nadav Orenstein, Shai Avidan +1Dense Semantic SegmentationVisual Semantics

  21. Learning a Semantic Calibration Network for Open-Vocabulary Semantic Segmentation

    Jun 6, 2026Yang Sun, Tao Wang, Anastasia Ioannou +1Open-VocabularyDense Semantic Segmentation

  22. Differences in Detection: Explainability Where it Matters

    Jun 5, 2026Johannes Theodoridis, Johannes Maucher, Andreas SchillingDetection PerformanceOpen-Vocabulary Object Detection

  23. VoLo: A Physical Orchestrator for Open-Vocabulary Long-Horizon Manipulation

    Jun 5, 2026Siyi Chen, Hugo Hadfield, Alex Zook +9Long-Horizon PlanningEmbodied Agents

  24. CL-CLIP: CLIP-Based Continual Learning Framework with Cost-Volume Category Decoupling for Object Detection

    Jun 5, 2026Zihan Liu, Yuguang Yang, Shengjie Su +5Open-Vocabulary Object DetectionOpen-Vocabulary

  25. Attack Detection using Time Series Foundation Models

    Jun 4, 2026Sribalaji C. Anand, Anh Tung Nguyen, George J. PappasAttack DetectionTime Series Foundation Models

  26. To Be Multimodal or Not to Be: Query-Adaptive Audio-Visual Person Retrieval via Active Modality Detection

    Jun 4, 2026Erfan Loweimi, Mengjie Qian, Kate Knill +7Multimodal RetrievalCross-Modal Learning

  27. Unveiling the Unknown: Open Vocabulary Object Detection with Scene Graphs

    Jun 4, 2026Yi Chen, Yinghao Lu, Zhehao Li +4Open-Vocabulary Object DetectionGeneralized Category Discovery

  28. Next-Generation Parallel Decoder for LPDR: Architectural Optimization and Class-Balanced GAN-Augmentation

    Jun 4, 2026Shawaiz Obaid, Nida Chandio, Neha Jamil +1License Plate Character DetectionYolo26

  29. ExpSpeech-Net: Multimodal Fusion of Expression and Speech for Deepfake Detection

    Jun 4, 2026Ruchika Sharma, Rudresh DwivediAudio Deepfake DetectionDeepfake Detection

  30. Real-Time Threat Detection from Surveillance Cameras using Machine Learning

    Jun 4, 2026Gajendra Mandal, J. P. Patra, Priyansh MahantVideo SurveillanceObject Detection

  31. BMCR: Adaptive Backbone Module Composition via Reinforcement Learning for Remote Sensing Object Detection

    Jun 4, 2026Wenlin Liu, Xikun Hu, Ping ZhongObject DetectionSelf-Supervised Vision Transformers

  32. Attention-Guided Autoencoder Fusion for Insulator Defect Detection Using UAV Transmission-Line Imaging

    Jun 3, 2026Malak Allam, Khaled Shaban, Ali HamdiScalable Defect DetectionYolov8-Nano Model

  33. A Geometry-Informed Computer Vision Method for Detecting and Examining Overtaking Vehicles From A Bicycle

    Jun 3, 2026Gandhimathi Padmanaban, Rayane Moustafa, Fred FengBivariate Bicycle CodesRobust Vehicle Recognition

  34. Real-Time Industrial Defect Detection on Edge Hardware Using Fine-Tuned YOLOv8: A Systematic Benchmark on the NEU Surface Defect Database and MVTec AD with Automotive & Battery Manufacturing Extensions

    Jun 3, 2026Emmanuel Ezeji Somtochukwu, Nitesh RijalYolov8-Nano ModelScalable Defect Detection

  35. Real-Time Automatic License Plate Recognition Using YOLOv8, SORT Tracking, and Temporal Data Interpolation

    Jun 3, 2026Mirza Muhammad MobeenLicense Plate Character DetectionYolo26

  36. Instance-Level Post Hoc Uncertainty Quantification in Object Detection

    Jun 3, 2026Chongzhe Zhang, Zifan Zeng, Qunli Zhang +2Reliable Uncertainty QuantificationObject Detection

  37. Toward Calibrated, Fair, and accurate Deepfake Detection

    Jun 3, 2026Ryan Brown, Chris RussellExplainable Deepfake DetectionDeepfake Detection

  38. HYolo: An Intelligent IoT-Based Object Detection System Using Hypergraph Learning

    Jun 3, 2026Isha Abid, Fawad Khan, Muhammad Khuram ShahzadObject DetectionInternet Of Thing

  39. FindIt: A Format-Informed Visual Detection Benchmark for Generalist Multimodal LLMs

    Jun 2, 2026Eshika Khandelwal, Jingjing Pan, Mingfang Zhang +3Multimodal BenchmarksMulti-Modal Large Language Models

  40. End-to-End Text Line Detection and Ordering

    Jun 2, 2026Benjamin KiesslingOptical Character RecognitionReading

  41. Ultralytics YOLO26: Unified Real-Time End-to-End Vision Models

    Jun 2, 2026Glenn Jocher, Jing Qiu, Mengyu Liu +3Yolo26Vision Foundation Models

  42. Tiny Collaborative Inference for Occlusion-Robust Object Detection

    Jun 1, 2026Chieh-Tung Cheng, Mustafa Aslanov, Eiman KanjoObject DetectionHeterogeneous Edge Devices

  43. A Closer Look at In-Distribution vs. Out-of-Distribution Accuracy for Open-Set Test-time Adaptation

    Jun 1, 2026Zefeng Li, Evan ShelhamerOut-Of-Distribution DetectionOut-Of-Distribution

  44. Divide and Conquer: Reliable Multi-View Evidential Learning for Deepfake Detection

    Jun 1, 2026Xiaolu Kang, Zhongyuan Wang, Jikang Cheng +5Explainable Deepfake DetectionDeepfake Detection

  45. Beyond the Simplex: Balanced Prototype Geometry for Scorer-Agnostic Open-Set Recognition

    Jun 1, 2026Mayank Sharma, Rohit Kumar MouryaOpen-Set RecognitionLearnable Prototypes

  46. Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection

    Jun 1, 2026Yihui Wang, Yonghui Yang, Jilong Liu +3Explainable Deepfake DetectionDeepfake Detection

  47. EIVE: End-to-End Instance-Specific Visual Explanations for Detection Transformers

    Jun 1, 2026Jianlin Xiang, Yanshan Li, Linhui DaiObject DetectionSelf-Supervised Vision Transformers

  48. Reusing Fusion-Time Spectral Reliability for Adaptive Fusion and Expert Routing in RGB-Infrared Object Detection

    May 31, 2026Yefeng WuObject DetectionCross-Modal Learning

  49. Make Your VLA More Robust Without More Data By Interleaving Motion Planning

    May 31, 2026Dan BW Choe, Sundhar Vinodh Sangeetha, Samuel Coogan +1Vision-Language-Action ModelsLong-Horizon Planning

  50. MoEIoU: Rethinking Bounding-Box Regression as a Mixture of Experts

    May 30, 2026Vinay Edula, Priyanka BagadeBounding BoxObject Detection

  51. FlowOVD: Learning Generative Latent Flows for Zero-shot Open-vocabulary Detection

    May 30, 2026Yao Wei, Andrea Cavallaro, Changjae OhOpen-Vocabulary Object DetectionOpen-Vocabulary

  52. Shape-Prior-Based Point Cloud Completion for Single-Stage Fully Sparse 3D Object Detection

    May 30, 2026Kaizheng Wang, Mingqian Ji, Jian Yang +13D Object DetectionDetection Performance

  53. LFA: Layer Feature Attention for Run-Time Introspection of 2D Object Detectors in Automated Driving

    May 29, 2026Mert Keser, Alois KnollObject DetectionIntrospection Adapters

  54. The Regularizing Power of Language-Training Deepfake Detectors

    May 29, 2026Benedikt Hopf, Zongwei Wu, Radu TimofteExplainable Deepfake DetectionDeepfake Detection

  55. How well does Classification Accuracy capture Concept Drift Detection Quality? An overview of Concept Drift Detection evaluation

    May 29, 2026Joanna KomorniczakEvaluation MetricsDetection Performance

  56. Detect in Any Scene: An Agentic Framework for Object Detection with Experience-Aware Reasoning

    May 29, 2026Wenlun Zhang, Jun Yin, Kentaro YoshiokaObject DetectionArtificial Intelligence Detection

  57. On-Device Generative AI for GDPR-Compliant Visual Monitoring: Natural Language Alerts from Local Object Detection

    May 28, 2026Gudrun Schappacher-Tilp, Nicoletta Kaehling, Jan Kornberger +1Object DetectionEarly Warning

  58. CFCamo: A Counterfactual Detect-or-Abstain Framework for Camouflaged Object Detection

    May 28, 2026Suhang Li, Osamu Yoshie, Yuya IeiriCamouflaged Object DetectionObject Detection

  59. Measuring, Localizing, and Ablating Alignment Signatures in LLMs

    May 28, 2026Aniket Anand, Janvijay Singh, Zhewei Sun +2Large Language Model AlignmentMachine-Generated Text Detection

  60. Efficient, Validation-Free Intrinsic Quality Estimation for Large-Scale Face Recognition Datasets

    May 28, 2026Zhichao Chen, Yongle Zhao, Kaicheng Yang +3Facial RecognitionImage Quality Assessment