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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592 papers

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  1. What Do Deepfake Benchmarks Measure? An Audit Using Frozen Self-Supervised Representations

    Jun 24, 2026Samuel Pagon, Yixuan Shen, Vishal Asnani +1Explainable Deepfake DetectionAudio Deepfake Detection

  2. Auto-Labelling-Based Domain Transfer for 3D Object Detection on a Bicycle-Mounted LiDAR Platform

    Jun 24, 2026Mario Finkbeiner, Max A. Buettner, Kanak Mazumder +13D Object DetectionRobust Vehicle Recognition

  3. LEVIRDet: A Million-Scale 159-Category Dataset and Foundation Model for Universal Remote Sensing Object Detection

    Jun 24, 2026Qinzhe Yang, Dongyu Wang, Haohan Niu +3Remote SensingObject Detection

  4. Compact Object-Level Representations with Open-Vocabulary Understanding for Indoor Visual Relocalization

    Jun 23, 2026Zhaopeng Cui, Jiarui Hu, Jingbo Liu +7Sequential Visual LocalizationRobust Localization

  5. VistaRef: Boosting Visual Spatial Orientation Awareness for Pointing-to-Object Detection

    Jun 23, 2026Ling Li, Zhizhen Cai, Xinkun Wu +4HandObject Detection

  6. M^2C-EvDet: Multi-Domain Multi-Order Cross-Modal Knowledge Distillation for Event-based Object Detection

    Jun 23, 2026Wei Bao, Siqi Li, Shouan Pan +2Cross-Modal DistillationObject Detection

  7. Deep learning-based detection of cessation of breathing in pre-term infants

    Jun 22, 2026Dineo Serame, Lionel Tarassenko, Mauricio VillarroelRespiratory Sound ClassificationRemote Photoplethysmography

  8. Weighted Score-Oriented Losses for Temporally Localized Event Prediction

    Jun 22, 2026Edoardo Legnaro, Sabrina Guastavino, Francesco MarchettiEarly WarningChange-Point Detection

  9. Rethinking Prototype-based Similarity Learning for Few-Shot Object Detection

    Jun 22, 2026KunHo Heo, Seungjae Kim, Wongyu Lee +2Few-Shot SegmentationObject Detection

  10. Fursee: Hybrid YOLO-DINOv3 Framework for Fursuit Identity Retrieval and Clustering

    Jun 22, 2026Jundi WuDinov3Vision Datasets

  11. CLIP-guided Diffusion Model for Backdoor Generation in Sensor-based Human Activity Recognition

    Jun 22, 2026Toby Briston, Illya Kosyk, Kuniyih SHuman Activity RecognitionBackdoor Attacks

  12. LoCC: Detection and Localization of Lip-Syncing Deepfakes via Counterfactual Frame Consistency

    Jun 22, 2026Soumyya Kanti Datta, Shan Jia, Siwei LyuExplainable Deepfake DetectionDeepfake Detection

  13. Modular Diffusion Models for Structured Visual Recognition

    Jun 21, 2026Siddhesh Khandelwal, Björn Ommer, Leonid SigalObject DetectionVisual Reasoning

  14. The Power of Light: Improving Synthetic-to-Real Domain Adaptation through Physically-Based Indirect Illumination

    Jun 21, 2026Hooman Tavakoli Ghinani, Tatjana Legler, Martin RuskowskiSynthetic-To-Real Domain GapObject Detection

  15. NegAS: Negative Label Guided Attention and Scoring for Out-of-Distribution Object Detection with Vision-Language Models

    Jun 21, 2026Yingjie Zhang, Shuai Li, Peng WangOut-Of-Distribution DetectionOpen-Vocabulary Object Detection

  16. Accurate identification and measurement of the precipitate area by two-stage deep neural networks in novel chromium-based alloys

    Jun 20, 2026Zeyu Xia, Kan Ma, Sibo Cheng +7Porous MediaObject Detection

  17. Can Reasoning Models Detect Changes to their Chains of Thought?

    Jun 20, 2026Sathvik Napa, Utkarsh Singh, Chengyuan Xue +2Large Reasoning ModelsChain-of-Thought Reasoning

  18. Prompt-Calibrated SAM 3 for Open-Vocabulary Remote Sensing Semantic Segmentation

    Jun 20, 2026Yanghui Song, Nanqing Liu, Haonan Yin +3Remote Sensing Image SegmentationRemote Sensing

  19. Motion-Aware Reinforcement Learning For Object Localization

    Jun 19, 2026Prithvi Raj Singh, Satyendra SinghObject DetectionPrecise Localization

  20. MedHal-Loc: Are "Explainable-by-Architecture" Medical Hallucination Detectors Faithful Localizers? A Localization Benchmark

    Jun 19, 2026Minmin Chen, Daojian Lu, Yining Dai +2Hallucination DetectionHallucinations

  21. MIRCaps: A Large-Scale Mixed-Domain Dataset with Image-Level and Region-Level Captions for Fine-Grained Vision-Language Learning

    Jun 19, 2026Arlindo Luciano Tulumba Roberto, Hyungjoon KimVideo CaptioningVision Datasets

  22. Distinguishing indistinguishable attractors: Unsupervised anomaly detection with reservoir computers

    Jun 19, 2026Davide Prosperino, Haochun Ma, Christoph RäthReservoir ComputingReservoir

  23. Real-time pedestrian attribute recognition with YOLOv8 and ResNet18

    Jun 19, 2026Houssam El MirPedestrian DetectionYolo26

  24. Object-Centric Dataset Resources for Constrained-Data Image Generation and Augmentation

    Jun 19, 2026Vasile Marian, Yong-Bin Kang, Alexander BudderyLarge-Scale Image GenerationNaturalistic Driving Data

  25. CUPID: Reconstructing UV Texture Maps for Interpretable Person-of-Interest Deepfake Detection

    Jun 18, 2026Giovanni Affatato, Sara Mandelli, Edoardo Daniele Cannas +2Detection FrameworkMap

  26. U2^2Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection

    Jun 18, 2026Junhui Li, Jialu Li, Youshan ZhangBidirectional MambaFeature Pyramid Networks

  27. Lagrange: An Open-Vocabulary, Energy-Based Sparse Framework for Generalized End-to-End Driving

    Jun 18, 2026Shihao Ji, HongXi Li, Zihui Song +1Autonomous DrivingEfficient Vision-Language-Action Models

  28. Neural Events: Discrete Asynchronous Autoencoders for Event-Based Vision

    Jun 18, 2026Roberto Pellerito, Daniel Gehrig, Shintaro Shiba +1Event-Driven ComputationTemporal Deep Learning Framework

  29. Training-Free Metrics for Synthetic Object Detection Data: A Proxy for Detector Performance

    Jun 18, 2026Myeongseok Nam, Donghun Yeo, Seungwook KimSynthetic Image DetectionSynthetic Training Data

  30. Efficient Neural Network Model Selection for Few-Class Application Datasets

    Jun 18, 2026Bryan Bo Cao, Abhinav Sharma, Lawrence O'Gorman +2Yolov8-Nano ModelModel Selection

  31. A Digital Twin Framework for Traffic-Aware UAV Pavement Monitoring in Open-Traffic Conditions

    Jun 17, 2026Yamil Uchani, Grace Luna, Edwin Salcedo +1Unmanned Aerial Vehicle TrackingPavement

  32. PhaseWin: An Efficient Search Algorithm for Faithful Visual Attribution

    Jun 16, 2026Zihan Gu, Junchi Zhang, Li Liu +2Visual AttributionMultiple Vision Tasks

  33. Budget-Aware Adaptive Adversarial Patches for Black-Box Object Detection

    Jun 16, 2026Pedram MohajerAnsari, Amir Salarpour, David Fernandez +1Adversarial ExamplesObject Detection

  34. Structured Adversarial Camouflage via Voronoi Diagrams

    Jun 16, 2026Jens Bayer, Stefan Becker, David Münch +2CamouflageAdversarial Examples

  35. MambaCount: Efficient Text-guided Open-vocabulary Object Counting with Spatial Sparse State Space Duality Block

    Jun 16, 2026Hao-Yuan Ma, Li Zhang, Minjie Qiang +1Open-Vocabulary Object DetectionMedmamba

  36. Test-Time Training for Robust Text-Guided Open-Vocabulary Object Counting

    Jun 16, 2026Hao-Yuan Ma, Yuda Zou, Li Zhang +1Open-Vocabulary Object DetectionScene Text Recognition

  37. RT-Counter: Real-Time Text-Guided Open-Vocabulary Object Counting

    Jun 16, 2026Hao-Yuan Ma, Li Zhang, Zhiwei Zhu +1Open-Vocabulary Object DetectionCounting

  38. FATE: Pillar Encoding and Frequency-Aware Training for Event-Based Object Detection

    Jun 15, 2026Md Tawheedul Islam Bhuian, Kyoung-Don KangObject DetectionFine-Grained Spatio-Temporal Information

  39. ActiveSAM: Image-Conditional Class Pruning for Fast and Accurate Open-Vocabulary Segmentation

    Jun 15, 2026Tran Dinh Tien, Zhiqiang ShenOpen-Vocabulary

  40. Beer-Lambert Guided Representation Learning for Unsupervised Anomaly Detection in Sub-THz Food Inspection Images

    Jun 15, 2026Gyutae Hwang, Sang Jun LeeAnomaly DetectionDetection Framework

  41. PolyMerge: Compressing 3D Gaussian Splats with Polytope Coverings for Provably Safe Resource-Constrained Navigation

    Jun 15, 2026Jihoon Hong, Chih-Yuan Chiu, Sara Fridovich-Keil +13D Gaussian SplatsPolytopes

  42. A Dual-Branch Collaborative Framework for Joint Optimization of Underwater Image Enhancement and Object Detection

    Jun 14, 2026Liyuan Cao, Zheng Liu, Guanghao Liao +2Underwater Image EnhancementImage Enhancement

  43. Open-World Video Segmentation

    Jun 14, 2026Qing Su, Kaiyang Li, Yuan Zhuang +2Video Object SegmentationOpen-Vocabulary Object Detection

  44. Segmentation-based Detection for Efficient Multi-Task Spacecraft Perception

    Jun 13, 2026Sivaperuman Muniyasamy, Surendar DevasundaramObject DetectionSpacecraft

  45. Beyond ROC-AUC: Operating-Point Performance Reporting for Biometric Verification

    Jun 13, 2026Ajan Ahmed, Masudul H. ImtiazBiometricsAuc-Roc

  46. Multi-view feature High-order Fusion for Space Weak Object Detection and Segmentation

    Jun 13, 2026Weilong Guo, Yuhan Sun, Shengyang LiFeature Pyramid NetworksMulti-View

  47. Gaussian Spatial Priors for Anatomy-Aware Object Detection in Surgical Videos

    Jun 13, 2026Yunfan Li, Artem Shmelev, Himanshu GuptaAnatomical PriorsSurgical Videos

  48. PLAIground: SLO-Driven Runtime Model Selection for Compound AI Systems in the Edge-Cloud-Space Continuum

    Jun 12, 2026Milos Gravara, Cynthia Marcelino, Andrija Stanisic +1Artificial Intelligence SystemsModel Selection

  49. What Drives Test-Time Adaptation for CLIP? A Controlled Empirical Study from an Update Perspective

    Jun 12, 2026Jiazhen Huang, Xiao Chen, Zhiming Liu +3Vision-Language Model AdaptationEmpirical Study

  50. BoRAD: Bootstrap your Own Representations for Multi-class Anomaly Detection

    Jun 12, 2026Duy Hoang Khuong, Tri Nguyen Minh, Ngu Huynh Cong VietReconstruction-Based Anomaly DetectionAnomaly Score

  51. Non-Parametric Machine Text Detection via Multi-View Gaussian Processes

    Jun 12, 2026Aleem Khan, Nicholas AndrewsDetection FrameworkMachine-Generated Text Detection

  52. Context-Guided Semantic Alignment for Feature Fusion Networks

    Jun 12, 2026Hyungseop Lee, Jiho Lee, Woochul KangFeature Pyramid NetworksObject Detection

  53. PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras

    Jun 11, 2026Stella Katharina Wermuth, Qazi Arbab Ahmed, Klaus Neumann +1Object Detection

  54. D2H-AD: A Hybrid Model Utilizing Hyperdimensional Computing for Advanced Anomaly Detection

    Jun 11, 2026Ghazal Ghajari, Elaheh Ghajari, Ashutosh Ghimire +3Reconstruction-Based Anomaly DetectionAnomaly Detection

  55. Layer-Resolved Optimal Transport for Hallucination Detection in NMT and Abstractive Summarization

    Jun 11, 2026Mariia Onyshchuk, Maksym-Vasyl Tarnavskyi, Marta SumykHallucination DetectionSummarization

  56. YOLO-AMC: An Improved YOLO Architecture with Attention Mechanisms for Building Crack Detection

    Jun 11, 2026Ching-Yu Tsai, Chia-Min Lin, Chih-Hsiang Yang +2Yolov8-Nano ModelGlobal Attention Mechanism

  57. ViPER: Vision-based Packing-Aware Encoder for Robust Malware Detection

    Jun 11, 2026Fatima Qaiser, Bisma Tahir, Muhammad Abid Mughal +1Malware DetectionDetection Framework

  58. Context-Aware Feature-Fusion for Co-occurring Object Detection in Autonomous Driving

    Jun 10, 2026Binay Kumar Singh, Niels Da Vitoria LoboObject DetectionFeature Pyramid Networks

  59. A Turbo-Inference Strategy for Object Detection and Instance Segmentation

    Jun 10, 2026Zhen Zhao, Gang Zhang, Xiaolin Hu +1Object Detection

  60. Performance Analysis of YOLOv11 and YOLOv8 for Mixed Traffic Object Detection under Adverse Weather Conditions in Developing Countries

    Jun 10, 2026Quoc Thuan Nguyen, Ha Anh Vu, Ngo Dang Thanh Ngan +1Yolov8-Nano ModelYolo26