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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
MicroNet: Improving Image Recognition with Extremely Low FLOPs Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Lu Yuan Zicheng Liu Lei Zhang Nuno Vasconcelos 76 81 0 12 Aug 2021
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FPB: Feature Pyramid Branch for Person Re-Identification Suofei Zhang Zirui Yin Xiofu Wu Kun Wang Quan Zhou Bin Kang CVBM 52 12 0 04 Aug 2021
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Greedy Network Enlarging Chuanjian Liu Kai Han An Xiao Yiping Deng Wei Zhang Chunjing Xu Yunhe Wang 47 3 0 31 Jul 2021
RigNet: Repetitive Image Guided Network for Depth Completion Zhiqiang Yan Kun Wang Xiang Li Zhenyu Zhang Jun Li Jian Yang 3DV VLM 133 121 0 29 Jul 2021
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models Yichun Yin Cheng Chen Lifeng Shang Xin Jiang Xiao Chen Qun Liu VLM 69 50 0 29 Jul 2021
Normalization Matters in Weakly Supervised Object Localization Jeesoo Kim Junsuk Choe Sangdoo Yun Nojun Kwak WSOL 61 34 0 28 Jul 2021
Improving Video Instance Segmentation via Temporal Pyramid Routing Xiangtai Li Hao He Yibo Yang Henghui Ding Kuiyuan Yang Guangliang Cheng Yunhai Tong Jianping Shi VOS 78 11 0 28 Jul 2021
Content-aware Directed Propagation Network with Pixel Adaptive Kernel Attention M. Sagong Yoon-Jae Yeo Seung‐Won Jung Sung-Jea Ko 54 2 0 28 Jul 2021
Semantic Attention and Scale Complementary Network for Instance Segmentation in Remote Sensing Images Tianyang Zhang Xiangrong Zhang Peng Zhu Xu Tang Chen Li L. Jiao Huiyu Zhou ISeg 59 37 0 25 Jul 2021
You Better Look Twice: a new perspective for designing accurate detectors with reduced computations Alexandra Dana M. Shutman Yotam Perlitz Ran Vitek Tomer Peleg R. Jevnisek ObjD 131 3 0 21 Jul 2021
Accelerating deep neural networks for efficient scene understanding in automotive cyber-physical systems Stavros Nousias Erion-Vasilis M. Pikoulis C. Mavrokefalidis Aris S. Lalos AI4CE 51 4 0 19 Jul 2021
Exploring Set Similarity for Dense Self-supervised Representation Learning Zhaoqing Wang Qiang Li Guoxin Zhang Pengfei Wan Wen Zheng N. Wang Biwei Huang Tongliang Liu SSL 86 44 0 19 Jul 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 232 4,128 0 18 Jul 2021
All the attention you need: Global-local, spatial-channel attention for image retrieval Chull Hwan Song Hye Joo Han Yannis Avrithis 115 45 0 16 Jul 2021
Spectro-Temporal RF Identification using Deep Learning H. N. Nguyen Marinos Vomvas Triet Vo Huu G. Noubir 16 4 0 11 Jul 2021
Contrast R-CNN for Continual Learning in Object Detection Kai Zheng Cen Chen CLL ObjD 81 1 0 11 Jul 2021
Unity Perception: Generate Synthetic Data for Computer Vision S. Borkman A. Crespi S. Dhakad Sujoy Ganguly Jonathan Hogins ... Cesar Romero Wesley Smith Alex Thaman Samuel Warren Nupur Yadav 3DV SyDa VLM 81 102 0 09 Jul 2021
Enhancing Video Analytics Accuracy via Real-time Automated Camera Parameter Tuning Sibendu Paul Kunal Rao G. Coviello Murugan Sankaradas Oliver Po Y. C. Hu S. Chakradhar 77 10 0 08 Jul 2021
VIN: Voxel-based Implicit Network for Joint 3D Object Detection and Segmentation for Lidars Yuanxin Zhong Minghan Zhu H. Peng 3DPC 81 11 0 07 Jul 2021
Tiled Squeeze-and-Excite: Channel Attention With Local Spatial Context Niv Vosco Alon Shenkler Mark Grobman 28 8 0 05 Jul 2021
Web-Scale Generic Object Detection at Microsoft Bing S. Chen Saurajit Mukherjee Unmesh Phadke Tingting Wang Junwon Park Ravi Theja Yada ObjD VLM 99 0 0 05 Jul 2021
Prescient teleoperation of humanoid robots Luigi Penco Jean-Baptiste Mouret S. Ivaldi 28 0 0 02 Jul 2021
1st Place Solutions for UG2+ Challenge 2021 -- (Semi-)supervised Face detection in the low light condition Pengcheng Wang Ling Ji Zhilong Ji Yuan Gao Xiao-Chang Liu CVBM 50 0 0 02 Jul 2021
CBNet: A Composite Backbone Network Architecture for Object Detection Tingting Liang Xiao Chu Yudong Liu Yongtao Wang Zhi Tang Wei Chu Jingdong Chen Haibin Ling ObjD 116 168 0 01 Jul 2021
Simple Training Strategies and Model Scaling for Object Detection Xianzhi Du Barret Zoph Wei-Chih Hung Nayeon Lee ObjD 111 41 0 30 Jun 2021
SOLO: A Simple Framework for Instance Segmentation Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li ISeg SSeg 62 90 0 30 Jun 2021
Identifying High Accuracy Regions in Traffic Camera Images to Enhance the Estimation of Road Traffic Metrics: A Quadtree-Based Method Yue Lin N. Xiao 23 4 0 26 Jun 2021
A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection Abdullah F. Al-Battal Yan Gong Lu Xu T. Morton Chen Du Yifeng Bu I. Lerman R. Madhavan Truong Thao Nguyen 26 9 0 25 Jun 2021
Towards Fully Interpretable Deep Neural Networks: Are We There Yet? Sandareka Wickramanayake Wynne Hsu Mong Li Lee FaML AI4CE 46 3 0 24 Jun 2021
VinDr-SpineXR: A deep learning framework for spinal lesions detection and classification from radiographs Hieu T. Nguyen Hieu H. Pham N. T. Nguyen H. Nguyen T. Q. Huynh Minh Dao V. Vu MedIm 67 36 0 24 Jun 2021
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis Mats L. Richter Julius Schöning Anna Wiedenroth U. Krumnack 41 16 0 23 Jun 2021
GAIA: A Transfer Learning System of Object Detection that Fits Your Needs Xingyuan Bu Junran Peng Junjie Yan Tieniu Tan Zhaoxiang Zhang ObjD VLM 144 53 0 21 Jun 2021
Active Learning for Deep Neural Networks on Edge Devices Yuya Senzaki Christian Hamelain 70 7 0 21 Jun 2021
Bridging the Gap Between Object Detection and User Intent via Query-Modulation Marco Fornoni Chaochao Yan Liangchen Luo Kimberly Wilber A. Stark Huayu Chen Boqing Gong Andrew G. Howard ObjD 27 1 0 18 Jun 2021
Robustness of Object Detectors in Degrading Weather Conditions M. Jehanzeb Mirza Cornelius Bürkle Julio Jarquin M. Opitz Fabian Oboril Kay-Ulrich Scholl Horst Bischof 81 39 0 16 Jun 2021
Bridge Networks: Relating Inputs through Vector-Symbolic Manipulations W. Olin-Ammentorp M. Bazhenov GNN 103 4 0 15 Jun 2021
Deep Phasor Networks: Connecting Conventional and Spiking Neural Networks W. Olin-Ammentorp M. Bazhenov 70 5 0 15 Jun 2021
Dynamic Head: Unifying Object Detection Heads with Attentions Xiyang Dai Yinpeng Chen Bin Xiao Dongdong Chen Mengchen Liu Lu Yuan Lei Zhang 78 587 0 15 Jun 2021
A White Paper on Neural Network Quantization Markus Nagel Marios Fournarakis Rana Ali Amjad Yelysei Bondarenko M. V. Baalen Tijmen Blankevoort MQ 146 553 0 15 Jun 2021
A Spacecraft Dataset for Detection, Segmentation and Parts Recognition D. Hoang Bo Chen Tat-Jun Chin 3DPC 116 34 0 15 Jun 2021
ShortcutFusion: From Tensorflow to FPGA-based accelerator with reuse-aware memory allocation for shortcut data Duy-Thanh Nguyen Hyeonseung Je Tuan Nghia Nguyen Soojung Ryu Kyujoong Lee Hyuk-Jae Lee 46 30 0 15 Jun 2021
Attention-based Domain Adaptation for Single Stage Detectors Vidit Vidit Mathieu Salzmann ObjD 90 13 0 14 Jun 2021