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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
Intelligent Vision Based Wear Forecasting on Surfaces of Machine Tool Elements T. Schlagenhauf Niklas Burghardt 13 6 0 12 Jun 2021
Gaussian Bounding Boxes and Probabilistic Intersection-over-Union for Object Detection Jeffri Murrugarra-Llerena Luis Felipe de Araujo Zeni Lucas N. Kirsten C. R. Jung 89 35 0 10 Jun 2021
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Tackling the Background Bias in Sparse Object Detection via Cropped Windows Leon Amadeus Varga A. Zell 61 8 0 04 Jun 2021
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection Yuxin Fang Bencheng Liao Xinggang Wang Jiemin Fang Jiyang Qi Rui Wu Jianwei Niu Wenyu Liu ViT 80 326 0 01 Jun 2021
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview Zhaoxin Fan Yazhi Zhu Yulin He Qi Sun Hongyan Liu Jun He 132 84 0 29 May 2021
Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation Lewei Yao Renjie Pi Hang Xu Wei Zhang Zhenguo Li Tong Zhang 142 40 0 27 May 2021
YOLO5Face: Why Reinventing a Face Detector Delong Qi Weijun Tan Qi Yao Jingfeng Liu CVBM 3DH ObjD 133 171 0 27 May 2021
RSCA: Real-time Segmentation-based Context-Aware Scene Text Detection Jiachen Li Yuan Lin Rongrong Liu C. Ho Humphrey Shi 53 14 0 26 May 2021
FNAS: Uncertainty-Aware Fast Neural Architecture Search Jihao Liu Ming Zhang Yangting Sun B. Liu Guanglu Song Yu Liu Hongsheng Li 96 7 0 25 May 2021
One4all User Representation for Recommender Systems in E-commerce Kyuyong Shin Hanock Kwak KyungHyun Kim Minkyu Kim Young-Jin Park Jisu Jeong Seungjae Jung 62 28 0 24 May 2021
Revisiting Knowledge Distillation for Object Detection Amin Banitalebi-Dehkordi 31 6 0 22 May 2021
Driving-Signal Aware Full-Body Avatars Timur M. Bagautdinov Chenglei Wu Tomas Simon F. Prada Takaaki Shiratori S. Wei Weipeng Xu Yaser Sheikh Jason M. Saragih 3DH 58 84 0 21 May 2021
Medical Image Segmentation Using Squeeze-and-Expansion Transformers Shaohua Li Xiuchao Sui Xiangde Luo Xinxing Xu Yong Liu Rick Siow Mong Goh ViT MedIm 78 170 0 20 May 2021
Content-Augmented Feature Pyramid Network with Light Linear Spatial Transformers for Object Detection Yongxiang Gu Xiaolin Qin Yuncong Peng Lu Li ViT 20 7 0 20 May 2021
Masked Contrastive Learning for Anomaly Detection Hyunsoo Cho Jinseok Seol Sang-goo Lee SSL 63 42 0 18 May 2021
Pay Attention to MLPs Hanxiao Liu Zihang Dai David R. So Quoc V. Le AI4CE 166 669 0 17 May 2021
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision Shiyi Lan Zhiding Yu Chris Choy Subhashree Radhakrishnan Guilin Liu Yuke Zhu Larry S. Davis Anima Anandkumar WSOD ISeg 82 80 0 13 May 2021
Global Wheat Challenge 2020: Analysis of the competition design and winning models Etienne David F. Ogidi Wei Guo F. Baret Ian Stavness 44 8 0 13 May 2021
Model Pruning Based on Quantified Similarity of Feature Maps Zidu Wang Xue-jun Liu Long Huang Yuxiang Chen Yufei Zhang Zhikang Lin Rui Wang 48 18 0 13 May 2021
Waste detection in Pomerania: non-profit project for detecting waste in environment Sylwia Majchrowska Agnieszka Mikołajczyk M. Ferlin Zuzanna Klawikowska Marta A. Plantykow Arkadiusz Kwasigroch K. Majek 114 138 0 12 May 2021
Winograd Algorithm for AdderNet Wenshuo Li Hanting Chen Mingqiang Huang Xinghao Chen Chunjing Xu Yunhe Wang 72 8 0 12 May 2021
You Only Learn One Representation: Unified Network for Multiple Tasks Chien-Yao Wang I-Hau Yeh Hongpeng Liao SSL FedML 70 490 0 10 May 2021
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting Yuliang Liu Chunhua Shen Lianwen Jin Tong He Peng Chen Chongyu Liu Hao Chen 139 143 0 08 May 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation Miao Hu Yali Li Lu Fang Shengjin Wang 67 76 0 07 May 2021
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water Leon Amadeus Varga Benjamin Kiefer Martin Messmer A. Zell 75 117 0 05 May 2021
A Dataset and System for Real-Time Gun Detection in Surveillance Video Using Deep Learning Delong Qi Weijun Tan Zhifu Liu Qi Yao Jingfeng Liu 27 15 0 03 May 2021
Single-Training Collaborative Object Detectors Adaptive to Bandwidth and Computation Juliano S. Assine José Cândido Silveira Santos Filho Eduardo Valle ObjD 96 8 0 03 May 2021
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation D. V. Sang Tran Quang Chung P. N. Lan D. V. Hang D. Long N. T. Thuy 165 21 0 02 May 2021
Unsupervised data augmentation for object detection Yichen Zhang Zeyang Song Wenbo Li 36 2 0 30 Apr 2021
Few-Shot Video Object Detection Qi Fan Chi-Keung Tang Yu-Wing Tai 78 11 0 30 Apr 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 249 897 0 26 Apr 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data Xu Jia Kai Han Yukun Zhu Bradley Green 200 59 0 26 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 157 760 0 24 Apr 2021
Learnable Online Graph Representations for 3D Multi-Object Tracking Jan-Nico Zaech Dengxin Dai Alexander Liniger Martin Danelljan Luc Van Gool 3DPC VOT 92 64 0 23 Apr 2021
MULTICAST: MULTI Confirmation-level Alarm SysTem based on CNN and LSTM to mitigate false alarms for handgun detection in video-surveillance R. Olmos Siham Tabik Francisco Pérez-Hernández Alberto Lamas Francisco Herrera 6 3 0 23 Apr 2021
Skip-Convolutions for Efficient Video Processing A. Habibian Davide Abati Taco S. Cohen B. Bejnordi 113 50 0 23 Apr 2021
TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection Beomyoung Kim Janghyeon Lee Sihaeng Lee Doyeon Kim Junmo Kim 73 12 0 23 Apr 2021
Computer Vision-based Social Distancing Surveillance Solution with Optional Automated Camera Calibration for Large Scale Deployment Sreetama Das Anirban Nag Dhruba Adhikary Ramswaroop Jeevan Ram BR Aravind S. Ojha Guruprasad M. Hegde 67 6 0 22 Apr 2021
Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study Luyang Luo Hao Chen Yongjie Xiao Yanning Zhou Xi Wang ... Zaiyi Liu X. B. Fang E. Tsougenis Huangjing Lin Pheng-Ann Heng 94 6 0 21 Apr 2021
PP-YOLOv2: A Practical Object Detector Xin Huang Xinxin Wang Wenyu Lv Xiaying Bai Xiang Long ... Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma Osamu Yoshie ObjD 132 119 0 21 Apr 2021
Motion Vector Extrapolation for Video Object Detection J. True N. Khan 73 4 0 18 Apr 2021
Filtering Empty Camera Trap Images in Embedded Systems Fagner Cunha E. M. Santos R. Barreto J. Colonna 73 14 0 18 Apr 2021
Pylot: A Modular Platform for Exploring Latency-Accuracy Tradeoffs in Autonomous Vehicles Ionel Gog Sukrit Kalra Peter Schafhalter Matthew A. Wright Joseph E. Gonzalez Ion Stoica 114 70 0 16 Apr 2021
Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Le Thanh Nguyen-Meidine M. Kiran M. Pedersoli Jose Dolz Louis-Antoine Blais-Morin Eric Granger 83 26 0 13 Apr 2021
VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction Shubham Shrivastava 3DPC MDE 46 1 0 13 Apr 2021
Artificial and beneficial -- Exploiting artificial images for aerial vehicle detection I. Weber J. Bongartz R. Roscher 89 12 0 07 Apr 2021
A clinical validation of VinDr-CXR, an AI system for detecting abnormal chest radiographs N. H. Nguyen H. Nguyen N. T. Nguyen T. Nguyen Hieu H. Pham T. N. Nguyen 33 9 0 06 Apr 2021
Compressing Visual-linguistic Model via Knowledge Distillation Zhiyuan Fang Jianfeng Wang Xiaowei Hu Lijuan Wang Yezhou Yang Zicheng Liu VLM 116 99 0 05 Apr 2021