Efficient Object Detection

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2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. LiG-DETR: Local-in-Global Reassembly in Latent Space for Aerial Object Detection

    Oct 7, 2026Yupeng Zhang, Fangzhuo Gao, Juntao Cheng +3Aerial Object DetectionRemote Sensing Small Object Detection

    Tianjin University. · Shanghai Jiaotong University. · Shanghai AI Laboratory. +1

  2. RT-DETR-World: Transferring Rich LLM Semantics to Real-Time Open-Vocabulary Detection

    Oct 7, 2026Yupeng Zhang, Ziyi Zhao, Juntao Cheng +4Open-Vocabulary Object DetectionReal-Time Object Detection

    Tianjin University. · Shenzhen University of Advanced Technology. · Shanghai Jiaotong University. +1

  3. Weave Mamba Fusion: Global Cross-Scale Interaction for Lightweight Face Detection

    Oct 5, 2026Dohun Kim, Jinmyung JungEfficient Object DetectionMulti-Scale Feature Fusion

    School of Data Science, The University of Suwon, Korea

  4. HOIBlender: Blending Lightweight Detection with Vision-Language Priors for Efficient Human-Object Interaction Detection

    Sep 20, 2026Junwen Chen, Keiji YanaiEfficient Object DetectionObject Detection

    Department of Informatics, The University of Electro-Communications, Tokyo, Japan

  5. PointEvent: Rethinking Event-based Tiny Object Detection via Serialized Motion Evidence Accumulation

    Sep 17, 2026Zongze Wu, Baofeng Jia, Weiqi Yan +4Small Object DetectionEfficient Object Detection

    State key Lab of Extreme Environment Optoelectronic Dynamic Testing Technology and Instrument, Nanjing University of Science and Technology, China · Jiangsu Key Lab of Visual Sensing and Intelligent Perception, Nanjing University of Science and Technology, China · Fujian Key Laboratory of Urban Intelligent Sensing and Computing, Xiamen University, China

  6. SkySeaLand: A Wide-Format Satellite Transportation Benchmark with an Ultra-Lightweight Detection Baseline

    Aug 7, 2026Md. Zahid Hasan Riad, Md Sultanul Islam OviRemote Sensing Small Object DetectionSmall Object Detection

    Dept. of Computer Science and Engineering, Green University of Bangladesh, Bangladesh · Dept. of Computer Science, George Mason University, Virginia, USA

  7. CFGPNet: Cross-Attention-Based Fused Gradient Programmed Network Framework for Multispectral Object Detection

    Aug 6, 2026Nima Hatami, Karim Faez, Saeed Sharifian +1Multispectral Object DetectionEfficient Object Detection

    Department of Electrical Engineering, Amirkabir University of Technology, 15914, Tehran, Iran

  8. YOLOv14: Adaptive Real-Time Object Detection for Diverse Imaging Conditions

    Aug 5, 2026Jinling Jia, Jian Lu, Jone Yawl +1Domain AdaptationEfficient Object Detection

    Nanjing University of Posts and Telecommunications

  9. RadYOLO: Computationally Efficient 3D Object Detection and Segmentation in CT and MRI

    Aug 1, 2026Kai Geissler, Laurens Müller-Groh, Hans Meine3D Medical ImagingEfficient Object Detection

    Fraunhofer Institute for Digital Medicine MEVIS, Max-von-Laue-Str. 2, 28359 Bremen, Germany

  10. MambaPSA: A Mamba-based Replacement for C2PSA in YOLO26

    Jul 14, 2026Sheng-Wei Chan, Chia-Min Lin, Hsin-Jui Pan +4Efficient Neural Network InferenceEfficient Object Detection

    Department of Electrical and Computer Engineering, Tamkang University, New Taipei City, Taiwan

  11. MicroCharNet: Less is More for License Plate Character Detection

    Jul 13, 2026Huy Che, Dinh-Duy Phan, Duc-Lung VuEdge InferenceEfficient Object Detection

    University of Information Technology, Ho Chi Minh City, Vietnam · 2Vietnam National University, Ho Chi Minh City, Vietnam

  12. FRFDet: Efficient UAV Small Object Detection with Symmetric Sampling and Scalable Fusion

    Jul 5, 2026Yunzhong Si, Huiying Xu, Xinzhong Zhu +4Remote Sensing Small Object DetectionSmall Object Detection

    College of Computer Science and Technology, Zhejiang Normal University, Jinhua, China · Hangzhou School of Automation, Zhejiang Normal University, Hangzhou, China · Beijing Geekplus Technology Co., Ltd, Beijing, China

  13. Real-Time Source-Free Object Detection

    Jun 30, 2026Sairam VCR, Varun Gopal, Poornima Jain +2Source-Free Domain AdaptationSelf-Training

    1IIT Hyderabad, India · 2Microsoft Research · 3MBZUAI

  14. Efficient RGB-T Object Detection via Sparse Cross-Modality Fusion

    Jun 29, 2026Chao Tian, Zikun Zhou, Chao Yang +2Multispectral Object DetectionEfficient Object Detection

    Harbin Institute of Technology, Shenzhen, Guangdong, China

  15. From Spatial to Spectral: An Efficient, Frequency-Guided Feature Representation Learner for Small Object Detection

    Jun 22, 2026Yuhan Rui, Shihan Qiao, Yibin Lou +7Frequency-Domain Feature LearningSmall Object Detection

    Southern University of Science and Technology, Shenzhen, China · University of Pennsylvania

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

    Jun 2, 2026Glenn Jocher, Jing Qiu, Mengyu Liu +3Open-Vocabulary Object DetectionInstance Segmentation

    Ultralytics

  17. Tiny Collaborative Inference for Occlusion-Robust Object Detection

    Jun 1, 2026Chieh-Tung Cheng, Mustafa Aslanov, Eiman KanjoEdge InferenceEfficient Object Detection

    Imperial College London, United Kingdom · Nottingham Trent University, United Kingdom

  18. Lightweight SAR Ship Detection via Contrastive Distillation

    May 27, 2026Surendar Devasundaram, Banafsheh Saber Latibari, Abhijit MahalanobisEfficient Object DetectionRelational Knowledge Distillation

    University of Arizona · Department of Electrical and Computer Engineering · Tucson, Arizona, USA

  19. TinyFormer: Preserving Tiny Objects in YOLO-DETR Hybrid Real-time Detectors

    May 24, 2026Jun-Wei Hsieh, Meng-Yu Kao, Ghufron Wahyu Kurniawan +1Hybrid CNN-Transformer ArchitecturesSmall Object Detection

    College of Artificial Intelligence, National Yang Ming Chiao Tung University, Taiwan · 2Mitsubishi Electric Research Laboratories

  20. MR2-ByteTrack: CNN and Transformer-based Video Object Detection for AI-augmented Embedded Vision Sensor Nodes

    May 14, 2026Luca Bompani, Manuele Rusci, Luca Benini +2Edge InferenceEfficient Object Detection

    Electrical, Electronic and Information Engineering (DEI), University of Bologna, Italy. · Department of Electrical Engineering (ESAT), KU Leuven, Belgium. · Integrated Systems Laboratory (IIS), ETH Zürich, Switzerland. +1

  21. Pattern-Enhanced RT-DETR for Multi-Class Battery Detection

    May 13, 2026Xu Zhong, Enyuan HuEfficient Object DetectionDetection Transformer

    Independent Researcher · Chemistry Division Brookhaven National Laboratory NY, USA

  22. AnyDepth-DETR/-YOLO: Any-depth object detection with a single network

    May 10, 2026Woochul Kang, Hyungseop Lee, Jiho LeeEfficient Neural Network InferenceDynamic Neural Networks

    Incheon Nat’l Univ.

  23. XiYOLO: Energy-Aware Object Detection via Iterative Architecture Search and Scaling

    May 7, 2026Tony Tran, Richie R. Suganda, Bin HuEnergy-Efficient MLEdge Inference

    Department of Research Computing University of Houston Houston, TX 77479 · Department of Electrical and Computer Engineering University of Houston Houston, TX 77479 · Department of Engineering Technology University of Houston Houston, TX 77479

  24. Learning Where to Embed: Noise-Aware Positional Embedding for Query Retrieval in Small-Object Detection

    Apr 16, 2026Yangchen Zeng, Zhenyu Yu, Dongming Jiang +5Small Object DetectionEfficient Object Detection

    Southeast University · Fudan University · The University of Texas at Dallas +6

  25. Low-latency Event-based Object Detection with Spatially-Sparse Linear Attention

    Mar 6, 2026Haiqing Hao, Zhipeng Sui, Rong Zou +4Efficient Object DetectionLinear Attention

    State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University, Beijing, China · Robotics and Perception Group, University of Zurich, Zurich, Switzerland · ShanghaiTech University, Shanghai, China

  26. CollabOD: Collaborative Multi-Backbone with Cross-scale Vision for UAV Small Object Detection

    Mar 6, 2026Xuecheng Bai, Yuxiang Wang, Chuanzhi Xu +3Remote Sensing Small Object DetectionSmall Object Detection

    Aviation Traffic Control Technology (SHENZHEN) Co., Ltd., Shenzhen, China · The University of Sydney, NSW, Australia · Research Institute of Traffic Control Technology Co., Ltd., Beijing, China +1

  27. LiM-YOLO: Less is More with Pyramid Level Shift for Ship Detection in Optical Remote Sensing

    Dec 10, 2025Seon-Hoon Kim, Yerin Kim, Hyeji Sim +3Remote Sensing Small Object DetectionSmall Object Detection

    University of Science and Technology (UST), Daejeon 34113, Republic of Korea · Korea Aerospace Research Institute (KARI), Daejeon 34133, Republic of Korea

  28. LeAD-M3D: Leveraging Asymmetric Distillation for Real-Time Monocular 3D Detection

    Dec 5, 2025Johannes Meier, Jonathan Michel, Oussema Dhaouadi +7Efficient Object DetectionReal-Time Object Detection

    DeepScenario · ETH Zurich · TU Munich +5

  29. MOCHA: Multi-modal Objects-aware Cross-arcHitecture Alignment

    Sep 17, 2025Elena Camuffo, Francesco Barbato, Mete Ozay +2Cross-Modal Knowledge DistillationEfficient Object Detection

    Samsung R&D Institute UK, United Kingdom · University of Padova, Italy

  30. A Comprehensive Evaluation of Deep Learning Object Detection Models on Heterogeneous Edge Devices

    Sep 25, 2024Daghash K. Alqahtani, Muhammad Aamir Cheema, Maria A. Rodriguez +1Energy-Efficient MLEdge Inference

    DisNet Lab, School of Computing and Information Systems, The University of Melbourne, Melbourne, VIC, Australia · Monash University, Melbourne, VIC, Australia