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EfficientDet: Scalable and Efficient Object Detection

20 November 2019

Mingxing Tan

Ruoming Pang

Quoc V. Le

ArXiv (abs)PDF HTML Github (6373★)

Papers citing "EfficientDet: Scalable and Efficient Object Detection"

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Title
Proper Reuse of Image Classification Features Improves Object Detection C. N. Vasconcelos Vighnesh Birodkar Vincent Dumoulin VLM 94 32 0 01 Apr 2022
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization Eunji Kim Siwon Kim Jungbeom Lee Hyunwoo J. Kim Sung-Hoon Yoon WSOL 101 46 0 01 Apr 2022
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask Detection Sheng Xu Zhanyu Guo Yuchi Liu Jingwei Fan Xuxu Liu CVBM 67 24 0 30 Mar 2022
PP-YOLOE: An evolved version of YOLO Shangliang Xu Xinxin Wang Wenyu Lv Qinyao Chang Cheng Cui ... Guanzhong Wang Qingqing Dang Shengyun Wei Yuning Du Baohua Lai ObjD 120 277 0 30 Mar 2022
NL-FCOS: Improving FCOS through Non-Local Modules for Object Detection Lukas Pavez Jose M. Saavedra Rondo ObjD 71 0 0 29 Mar 2022
SAR-ShipNet: SAR-Ship Detection Neural Network via Bidirectional Coordinate Attention and Multi-resolution Feature Fusion Yuwen Deng D. Guan Yanyu Chen Weiwei Yuan Jiemin Ji Mingqiang Wei 36 17 0 29 Mar 2022
Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural Networks Yuhuang Hu Shih-Chii Liu 64 1 0 29 Mar 2022
Neurosymbolic hybrid approach to driver collision warning Kyongsik Yun Thomas Lu Alexander Huyen Patrick Hammer Pei Wang 16 1 0 28 Mar 2022
To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding Edouard Yvinec Arnaud Dapogny Kévin Bailly 66 7 0 28 Mar 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Tianying Liu Lu Zhang Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 86 27 0 27 Mar 2022
Global Tracking Transformers Xingyi Zhou Tianwei Yin V. Koltun Philipp Krahenbuhl VOT 109 138 0 24 Mar 2022
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training Likun Cai Zhi-Li Zhang Yi Zhu Li Zhang Mu Li Xiangyang Xue VLM ObjD 119 41 0 24 Mar 2022
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation Tianjian Meng Golnaz Ghiasi Reza Mahjorian Quoc V. Le Mingxing Tan SSeg 77 2 0 23 Mar 2022
Domain-Generalized Textured Surface Anomaly Detection Shang-Fu Chen Yu-Min Liu Chia-Ching Lin Trista Pei-chun Chen Yu-Chiang Frank Wang OOD 32 5 0 23 Mar 2022
FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics Md. Adnan Arefeen Sumaiya Tabassum Nimi M. Y. S. Uddin 72 11 0 22 Mar 2022
Training Quantised Neural Networks with STE Variants: the Additive Noise Annealing Algorithm Matteo Spallanzani G. P. Leonardi Luca Benini 54 3 0 21 Mar 2022
EAutoDet: Efficient Architecture Search for Object Detection Xiaoxing Wang Jiale Lin Junchi Yan Juanping Zhao Xiaokang Yang 100 24 0 21 Mar 2022
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis Khiem H. Le Tuan V. Tran Hieu H. Pham Hieu T. Nguyen T. Le H. Nguyen 74 25 0 20 Mar 2022
Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images Aryaman Singh Samyal K. Akshatha Soham Hans A. K. Karunakar B. SatishShenoy 23 6 0 18 Mar 2022
DTA: Physical Camouflage Attacks using Differentiable Transformation Network Naufal Suryanto Yongsu Kim Hyoeun Kang Harashta Tatimma Larasati Youngyeo Yun Thi-Thu-Huong Le Hunmin Yang Se-Yoon Oh Howon Kim AAML 99 61 0 18 Mar 2022
Delta Distillation for Efficient Video Processing A. Habibian H. Yahia Davide Abati E. Gavves Fatih Porikli 36 12 0 17 Mar 2022
HybridNets: End-to-End Perception Network Dat Vu Bao Ngo H. Phan 86 82 0 17 Mar 2022
Towards More Efficient EfficientDets and Low-Light Real-Time Marine Debris Detection Federico Zocco Ching-I Huang Hsueh-Cheng Wang M. O. Khyam Mien Van 61 23 0 14 Mar 2022
Forward Compatible Few-Shot Class-Incremental Learning Da-Wei Zhou Fu Lee Wang Han-Jia Ye Liang Ma Shiliang Pu De-Chuan Zhan CLL 91 187 0 14 Mar 2022
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations Thomas Verelst Paul Kishan Rubenstein M. Eichner Tinne Tuytelaars Maxim Berman 85 20 0 11 Mar 2022
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems Shu Hu Chunfang Liu Jayanta K. Dutta Ming-Ching Chang Siwei Lyu Naveen Ramakrishnan 78 16 0 11 Mar 2022
Domain Generalisation for Object Detection under Covariate and Concept Shift Karthik Seemakurthy E. Aptoula Charles Fox Petra Bosilj ObjD OOD 109 10 0 10 Mar 2022
Evaluation of YOLO Models with Sliced Inference for Small Object Detection Muhammed Can Keles Batuhan Salmanoglu M. Güzel Baran Gursoy Gazi Erkan Bostancı ObjD 35 12 0 09 Mar 2022
Robust Multi-Task Learning and Online Refinement for Spacecraft Pose Estimation across Domain Gap T. Park Simone DÁmico 104 68 0 08 Mar 2022
DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos Mathias Parger Chengcheng Tang Christopher D. Twigg Cem Keskin Robert Y. Wang M. Steinberger 69 29 0 08 Mar 2022
Occupancy Flow Fields for Motion Forecasting in Autonomous Driving R. Mahjourian Jinkyu Kim Yuning Chai Mingxing Tan Benjamin Sapp Drago Anguelov 89 83 0 08 Mar 2022
SFPN: Synthetic FPN for Object Detection Yumeng Zhang J. Hsieh Chun-Chieh Lee Kuo-Chin Fan ObjD 45 19 0 04 Mar 2022
ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks Mohammad Mahdi Dehshibi Mona Ashtari-Majlan Gereziher W. Adhane David Masip AAML FAtt 50 3 0 02 Mar 2022
Instance-aware multi-object self-supervision for monocular depth prediction Houssem-eddine Boulahbal A. Voicila Andrew I. Comport MDE 78 8 0 02 Mar 2022
Comprehensive Analysis of the Object Detection Pipeline on UAVs Leon Amadeus Varga Sebastian Koch A. Zell 35 5 0 01 Mar 2022
Robots Autonomously Detecting People: A Multimodal Deep Contrastive Learning Method Robust to Intraclass Variations Angus Fung B. Benhabib G. Nejat 89 12 0 01 Mar 2022
StrongSORT: Make DeepSORT Great Again Yunhao Du Zhicheng Zhao Yang Song Yanyun Zhao Fei Su Tao Gong Hongying Meng VOT 105 584 0 28 Feb 2022
Analysis of Visual Reasoning on One-Stage Object Detection Tolga Aksoy U. Halici ObjD 55 5 0 26 Feb 2022
Continuous Human Action Recognition for Human-Machine Interaction: A Review Harshala Gammulle David Ahmedt-Aristizabal Simon Denman Lachlan Tychsen-Smith L. Petersson Clinton Fookes 124 28 0 26 Feb 2022
Improved Hard Example Mining Approach for Single Shot Object Detectors Aybora Koksal Onder Tuzcuoglu K. G. Ince Y. Ataseven A. Aydin Alatan ObjD 114 7 0 26 Feb 2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge Sharib Ali N. Ghatwary Debesh Jha Ece Isik Polat Gorkem Polat ... Dominique Lamarque R. Cannizzaro S. Realdon Thomas de Lange J. East 125 64 0 24 Feb 2022
HMD-EgoPose: Head-Mounted Display-Based Egocentric Marker-Less Tool and Hand Pose Estimation for Augmented Surgical Guidance Mitchell Doughty N. Ghugre 60 18 0 24 Feb 2022
New Benchmark for Household Garbage Image Recognition Zhize Wu Huan-Yi Li Xiang Wang Zijun Wu Lekang Zou Lixiang Xu Ming Tan VLM 42 20 0 24 Feb 2022
Privacy Preserving Visual Question Answering Cristian-Paul Bara Q. Ping Abhinav Mathur Govind Thattai M. Rohith Gaurav Sukhatme 106 1 0 15 Feb 2022
Conformal Prediction Sets with Limited False Positives Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 85 23 0 15 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 66 19 0 15 Feb 2022
DermX: an end-to-end framework for explainable automated dermatological diagnosis Raluca Jalaboi F. Faye Mauricio Orbes-Arteaga D. Jørgensen Ole Winther A. Galimzianova MedIm 47 19 0 14 Feb 2022
Real-Time Siamese Multiple Object Tracker with Enhanced Proposals Lorenzo Vaquero V. Brea M. Mucientes VOT 114 0 0 10 Feb 2022
GiraffeDet: A Heavy-Neck Paradigm for Object Detection Yiqi Jiang Zhiyu Tan Junyan Wang Xiuyu Sun Ming Lin Hao Li ObjD 76 94 0 09 Feb 2022
The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms J. Jeong B. Vey A. Bhimireddy Thomas Kim Thiago Santos ... Christopher R. McAdams Mary S. Newell Imon Banerjee J. Gichoya Hari M. Trivedi 48 6 0 08 Feb 2022